{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "bf70f34f", "metadata": {}, "outputs": [], "source": [ "import os\n", "import re\n", "import json\n", "import tqdm\n", "import uuid\n", "import funcy\n", "import numpy as np\n", "from suno_utils.audio import Audio\n", "from suno_utils.audio.conversion import get_audio_properties\n", "\n", "BASE_DIR = \"/mnt/data-ssd-1/data/private/customer/speechly/2022-08-19_tiktok_250\"\n", "RAW_AUDIO_DIR = os.path.join(BASE_DIR, \"videos\")\n", "\n", "AUDIO_DIR = os.path.join(BASE_DIR, \"audio\")\n", "TO_REV_DIR = os.path.join(BASE_DIR, \"to_rev\")\n", "TO_REV_AUDIO_DIR = os.path.join(TO_REV_DIR, \"audio\")\n", "FROM_REV_DIR = os.path.join(BASE_DIR, \"from_rev\")\n", "\n", "SEGMENT_DATE_DIR = \"2022_08_19\"\n", "SEGMENTS_DIR = os.path.join(BASE_DIR, \"pipeline\", SEGMENT_DATE_DIR, \"segments\")\n", "ARTIFACTS_DIR = os.path.join(BASE_DIR, \"pipeline\", SEGMENT_DATE_DIR, \"artifacts\")" ] }, { "cell_type": "code", "execution_count": 2, "id": "c769f21a", "metadata": {}, "outputs": [], "source": [ "os.makedirs(AUDIO_DIR, exist_ok=True)\n", "os.makedirs(TO_REV_DIR, exist_ok=True)\n", "os.makedirs(TO_REV_AUDIO_DIR, exist_ok=True)\n", "os.makedirs(FROM_REV_DIR, exist_ok=True)\n", "os.makedirs(SEGMENTS_DIR, exist_ok=True)\n", "os.makedirs(ARTIFACTS_DIR, exist_ok=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "25b908dd", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "88e93c4b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "3bf11bab", "metadata": {}, "source": [ "## Prepare rev data" ] }, { "cell_type": "code", "execution_count": 32, "id": "9ff97b1c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 250/250 [00:59<00:00, 4.20it/s]\n" ] } ], "source": [ "filepaths_info = []\n", "for fn in tqdm.tqdm(os.listdir(RAW_AUDIO_DIR)):\n", " if fn.split(\".\")[-1] != \"m4v\":\n", " continue\n", " file_id = fn[:-4]\n", " from_fp = os.path.join(RAW_AUDIO_DIR, fn)\n", " to_fp = os.path.join(RAW_AUDIO_DIR, fn)\n", " audio = Audio.from_file(os.path.join(RAW_AUDIO_DIR, fn), sample_rate=44_100, byte_width=2)\n", " uid = str(uuid.uuid4())\n", " to_filepath = os.path.join(AUDIO_DIR, uid + \".mp3\")\n", " audio.to_mp3(to_filepath)\n", " file_id = fn[:-4]\n", " tiktok_id = file_id.split(\"-\")[-1]\n", " if not re.match(r\"^[0-9]+$\", tiktok_id):\n", " print(f\"failed on {file_id}\")\n", " filepaths_info.append((file_id, tiktok_id, uid, to_filepath))" ] }, { "cell_type": "code", "execution_count": 33, "id": "deb0bebc", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(BASE_DIR, \"raw_data_manifest.json\"), \"w\") as f:\n", " json.dump(filepaths_info, f)" ] }, { "cell_type": "code", "execution_count": 36, "id": "4da818da", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "19.0 mins of audio\n", "22.8 mins of audio\n", "23.2 mins of audio\n", "17.3 mins of audio\n", "19.8 mins of audio\n" ] } ], "source": [ "CHUNKSIZE = 50\n", "\n", "audio_rev_metas = []\n", "for filepaths_chunk in funcy.chunks(CHUNKSIZE, filepaths_info):\n", " audio_segments = []\n", " segments_meta = []\n", " for n, (_, _, uid, filepath) in enumerate(filepaths_chunk):\n", " indicator_str = str(n).zfill(2)\n", " indicator_duration_s = 0\n", " for c in indicator_str:\n", " indicator_audio = Audio.from_file(\n", " f\"../sanas/audio_indicators/{c}_fast.wav\", sample_rate=44100, byte_width=2,\n", " )\n", " indicator_duration_s += indicator_audio.duration_s\n", " audio_segments.append(indicator_audio)\n", " segments_meta.append({\n", " \"segment_number\": n,\n", " \"type\": \"indicator\",\n", " \"duration_s\": safe_round(indicator_duration_s),\n", " \"indicator_str\": indicator_str,\n", " })\n", " audio = Audio.from_file(filepath, sample_rate=44100, byte_width=2)\n", " audio_segments.append(audio)\n", " segments_meta.append({\n", " \"segment_number\": n,\n", " \"type\": \"speech\",\n", " \"duration_s\": safe_round(audio.duration_s),\n", " \"orginial_audio_offset_s\": 0,\n", " \"orginial_audio_uid\": uid,\n", " })\n", " audio_rev = Audio.concatenate(audio_segments)\n", " print(round(audio_rev.duration_s / 60, 1), \"mins of audio\") \n", " uid = str(uuid.uuid4())\n", " rev_audio_filepath = os.path.join(TO_REV_AUDIO_DIR, f\"{uid}.mp3\")\n", " audio_rev.to_mp3(rev_audio_filepath)\n", " audio_rev_metas.append({\n", " \"uid\": uid,\n", " \"audio_filepath\": rev_audio_filepath,\n", " \"segments_meta\": segments_meta,\n", " \"duration_s\": audio_rev.duration_s,\n", " })\n", " \n", "with open(os.path.join(TO_REV_DIR, f\"audio_rev_metas.json\"), \"w\") as f:\n", " json.dump(audio_rev_metas, f)" ] }, { "cell_type": "code", "execution_count": 37, "id": "b408f4f7", "metadata": {}, "outputs": [], "source": [ "# from suno_utils.tasks.music import remove_music\n", "# audio_rev_vocals = remove_music(audio_rev, wet=1.0, model_name=\"mdx_extra_q\")" ] }, { "cell_type": "code", "execution_count": null, "id": "dfb40afb", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "0e26b214", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "dfc212cd", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "88a9e9cc", "metadata": {}, "source": [ "## Send stuff to rev" ] }, { "cell_type": "code", "execution_count": 4, "id": "05fbe672", "metadata": {}, "outputs": [], "source": [ "from suno_utils.web.rev import get_auth_string, upload_file, make_order, make_cc_order\n", "\n", "with open(\"/home/georg/.secrets/secrets.json\") as f:\n", " secrets = json.load(f)\n", " \n", "CLIENT_API_KEY = secrets[\"REV_CLIENT_API_KEY\"]\n", "USER_API_KEY = secrets[\"REV_USER_API_KEY\"]\n", "AUTH_STR = get_auth_string(CLIENT_API_KEY, USER_API_KEY)" ] }, { "cell_type": "code", "execution_count": 28, "id": "2db71de1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "102.3 minutes total\n" ] } ], "source": [ "with open(os.path.join(TO_REV_DIR, f\"audio_rev_metas.json\")) as f:\n", " audio_rev_metas = json.load(f)\n", "\n", "ORDER_REF_STR = \"sl_250\"\n", "\n", "tot_duration_s = np.sum([m[\"duration_s\"] for m in audio_rev_metas])\n", "print(round(tot_duration_s / 60, 1), \"minutes total\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "8c66f7f9", "metadata": {}, "outputs": [], "source": [ "order_items = []\n", "for m in audio_rev_metas:\n", " media_loc = upload_file(AUTH_STR, m[\"audio_filepath\"], file_ref_str=m[\"uid\"])\n", " order_items.append(\n", " {\n", " \"media_loc\": media_loc,\n", " \"hotwords\": [],\n", " \"duration_s\": int(np.ceil(m[\"duration_s\"])),\n", " \"uuid\": m[\"uid\"],\n", " }\n", " )" ] }, { "cell_type": "code", "execution_count": 7, "id": "a0ee5f4f", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(TO_REV_DIR, \"01_order_items.json\"), \"w\") as f:\n", " json.dump(order_items, f)" ] }, { "cell_type": "code", "execution_count": 8, "id": "8318e46f", "metadata": {}, "outputs": [], "source": [ "order_number = make_cc_order(AUTH_STR, order_items, order_ref_str=ORDER_REF_STR)" ] }, { "cell_type": "code", "execution_count": 9, "id": "27549d51", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(TO_REV_DIR, \"02_order_numer.txt\"), \"w\") as f:\n", " f.write(order_number)" ] }, { "cell_type": "code", "execution_count": null, "id": "da9ee5c7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "576b2bef", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b33dc8e0", "metadata": {}, "source": [ "## Get rev stuff" ] }, { "cell_type": "code", "execution_count": 15, "id": "e8b59ece", "metadata": {}, "outputs": [], "source": [ "from suno_utils.web.rev import get_auth_string, get_finished_order, get_transcript\n", "\n", "with open(\"/home/georg/.secrets/secrets.json\") as f:\n", " secrets = json.load(f)\n", " \n", "CLIENT_API_KEY = secrets[\"REV_CLIENT_API_KEY\"]\n", "USER_API_KEY = secrets[\"REV_USER_API_KEY\"]\n", "AUTH_STR = get_auth_string(CLIENT_API_KEY, USER_API_KEY)" ] }, { "cell_type": "code", "execution_count": 16, "id": "9e4e40af", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(TO_REV_DIR, \"02_order_numer.txt\")) as f:\n", " order_number = f.read()" ] }, { "cell_type": "code", "execution_count": 42, "id": "d2a371b5", "metadata": {}, "outputs": [], "source": [ "# # grab while still in progress\n", "# from suno_utils.web.rev import _get_order_details, _parse_order_response\n", "# order_details = _get_order_details(AUTH_STR, order_number)\n", "# _, transcript_metas = _parse_order_response(order_details)" ] }, { "cell_type": "code", "execution_count": 75, "id": "9275ae0d", "metadata": {}, "outputs": [], "source": [ "# grab all of it\n", "transcript_metas = get_finished_order(AUTH_STR, order_number, blocking=False)" ] }, { "cell_type": "code", "execution_count": 76, "id": "df28d887", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 7.98it/s]\n" ] } ], "source": [ "for transcript_meta in tqdm.tqdm(transcript_metas):\n", " transcript_filepath = os.path.join(FROM_REV_DIR, transcript_meta[\"uuid\"] + \".srt\")\n", " if os.path.exists(transcript_filepath):\n", " continue\n", " transcript_subrip = get_transcript(AUTH_STR, transcript_meta)\n", " with open(transcript_filepath, \"w\") as f:\n", " f.write(transcript_subrip)" ] }, { "cell_type": "code", "execution_count": null, "id": "b9d1fa46", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "110b1246", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b15ce9de", "metadata": {}, "source": [ "## Parsing rev subrips" ] }, { "cell_type": "code", "execution_count": 177, "id": "2b80ff9a", "metadata": {}, "outputs": [], "source": [ "from nltk.corpus import words as nltk_words\n", "from suno_utils.utils.numbers import safe_round\n", "from suno_utils.audio.data_model import Token, Tokens, TEXT, TAG\n", "from suno_utils.customers.sanas.pipeline import get_segments\n", "from suno_utils.utils.text import normalize_whitespace\n", "\n", "COMMON_EN_WORDS = set(nltk_words.words())\n", "\n", "def _parse_srt(transcript_srt):\n", " blocks = []\n", " for block in transcript_srt.strip().split(\"\\n\\n\"):\n", " lines = block.strip().split(\"\\n\")\n", " segment_nr = int(lines[0])\n", " start_str, end_str = lines[1].split(\" --> \")\n", " h, m, s = start_str.split(\":\")\n", " start_s = int(h) * 60**2 + int(m) * 60 + float(s.replace(\",\", \".\"))\n", " h, m, s = end_str.split(\":\")\n", " end_s = int(h) * 60**2 + int(m) * 60 + float(s.replace(\",\", \".\"))\n", " text_lines = lines[2:]\n", " blocks.append({\n", " \"segment_nr\": segment_nr, \n", " \"offset_s\": safe_round(start_s),\n", " \"duration_s\": safe_round(end_s - start_s),\n", " \"text_lines\": text_lines, \n", " })\n", " if blocks[0][\"segment_nr\"] != 1:\n", " raise ValueError(\"First block doesn't start with 1.\")\n", " if any(np.diff([e[\"segment_nr\"] for e in blocks]) != 1):\n", " raise ValueError(\"Parsed block numbers are not consecutive.\")\n", " return blocks\n", "\n", "def _tag_repl(m):\n", " s = m.group()\n", " if s is not None:\n", " s = s.lower()\n", " s = re.sub(r\"[\\(\\)]\", \" \", s.lower())\n", " s = normalize_whitespace(s)\n", " s = s.replace(\" \", \"_\")\n", " return f\" [{s}] \"\n", "\n", "def _partial_word_repl(m):\n", " s = m.group()\n", " word = s.strip(\".-\")\n", " probably_fragment = word not in COMMON_EN_WORDS\n", " if probably_fragment:\n", " return f\"{word}* -- \"\n", " else:\n", " return f\"{word} -- \"\n", "\n", "ALLOWED_TAGS = set([\n", " \"laughter\", \"foreign_language\", \"inaudible\", \"music\", \"redacted\"\n", "])\n", "\n", "def _standardize_tags(text):\n", " # collapse meta tags and filter\n", " for m in list(re.finditer(r\"\\[.*?\\]\", text))[::-1]:\n", " tag_text = text[m.start() + 1:m.end() - 1]\n", " # collapse notation\n", " if \"foreign\" in tag_text:\n", " tag_text = \"foreign_language\"\n", " if \"laugh\" in tag_text:\n", " tag_text = \"laughter\"\n", " if \"indistinct\" in tag_text:\n", " tag_text = \"inaudible\"\n", " if \"music\" in tag_text or \"\\\"\" in tag_text or \"plays\" in tag_text or \"sing\" in tag_text:\n", " tag_text = \"music\"\n", " # filter\n", " if tag_text in ALLOWED_TAGS:\n", " cleaned_tag_text = f\"[{tag_text}]\"\n", " else:\n", " cleaned_tag_text = \"\"\n", " text = text[:m.start()] + cleaned_tag_text + text[m.end():]\n", " return text\n", " \n", "def parse_rev_captions(transcript_srt, lang=\"en\"):\n", " if lang != \"en\":\n", " raise NotImplementedError(\"only en is supported for now.\")\n", " cur_speaker_id = 0\n", " token_list = []\n", " for block in _parse_srt(transcript_srt):\n", " lines = block[\"text_lines\"]\n", " if len(lines) == 0:\n", " continue\n", " # handle music lyrics\n", " annotated_lines = []\n", " cur_lyrics = False\n", " for line in lines:\n", " is_start = re.match(r\"^\\s*♪.*\", line)\n", " is_end = re.match(r\".*♪\\s*$\", line)\n", " if is_start:\n", " line = line.strip()[1:]\n", " if is_end:\n", " line = line.strip()[:-1]\n", " if is_start and is_end:\n", " annotated_lines.append((line, True))\n", " cur_lyrics = False\n", " elif is_start:\n", " annotated_lines.append((line, True))\n", " cur_lyrics = True\n", " elif is_end:\n", " annotated_lines.append((line, True))\n", " cur_lyrics = False\n", " else:\n", " annotated_lines.append((line, False))\n", " if re.match(r\".*♪\\s*$\", line):\n", " cur_lyrics = False\n", " # add actual lines\n", " for raw_line, is_lyrics in annotated_lines:\n", " # handle speaker change\n", " line = raw_line.strip()\n", " if line[:1] == \"-\":\n", " cur_speaker_id += 1\n", " line = line[1:].strip()\n", " # handle meta tags\n", " if re.search(r\"\\([^\\)]*\\(\", line): # treat nested by brute forcing\n", " line = re.sub(r\"\\((.*)\\)\", _tag_repl, line)\n", " line = re.sub(r\"\\((.*?)\\)\", _tag_repl, line)\n", " # handle redacted\n", " line = re.sub(r\"[^\\s]*\\*+\", \" [redacted] \", line)\n", " # handle hesitations and word fragments\n", " line = re.sub(r\"[A-Za-z](\\.{2,}|\\-(\\s|$))\", _partial_word_repl, line)\n", " line = re.sub(r\"\\.{2,}\", \" \", line) # we only keep interruptions as --\n", " # collapse meta tags and discard if necessary\n", " line = _standardize_tags(line)\n", " # add tokens\n", " line = normalize_whitespace(line)\n", " if len(line) == 0:\n", " continue\n", " tokens = []\n", " for s in line.split():\n", " # identify word fragment\n", " if re.match(r\"^[^\\*]+\\*$\", s):\n", " is_fragment = True\n", " s = s[:-1]\n", " else:\n", " is_fragment = False\n", " if s[:1] == \"[\" and s[-1:] == \"]\":\n", " is_text = False\n", " elif s == \"--\":\n", " is_text = False\n", " else:\n", " is_text = True\n", " if is_text:\n", " token = Token(\n", " s, \n", " speaker_id=cur_speaker_id, \n", " type=TEXT, \n", " metadata={\"is_lyrics\": is_lyrics},\n", " )\n", " else:\n", " token = Token(s, type=TAG)\n", " if token.type == TAG and len(tokens) > 0 and token == tokens[-1]:\n", " # skip consecutive meta tokens\n", " continue\n", " # TODO: deal with things like \"done [music] .\" can we use other rev parser?\n", " tokens.append(token)\n", " if is_fragment:\n", " tokens.append(Token(\"[word_fragment_boundary]\", type=TAG))\n", " token_list.extend(tokens)\n", " \n", " transcript_tokens = Tokens(token_list)\n", " return transcript_tokens" ] }, { "cell_type": "code", "execution_count": 178, "id": "00e04fcf", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(TO_REV_DIR, f\"audio_rev_metas.json\")) as f:\n", " audio_rev_metas = json.load(f)" ] }, { "cell_type": "code", "execution_count": 179, "id": "936b45dd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "50/50 segments retained.\n", "50/50 segments retained.\n", "50/50 segments retained.\n", "50/50 segments retained.\n", "50/50 segments retained.\n" ] } ], "source": [ "# from suno_utils.web.rev import parse_transcript\n", "\n", "segment_transcripts = []\n", "for m in audio_rev_metas:\n", " with open(os.path.join(FROM_REV_DIR, m[\"uid\"] + \".srt\")) as f:\n", " transcript_srt = f.read()\n", " rev_transcript = parse_rev_captions(transcript_srt)\n", " n_segments = int(len(m[\"segments_meta\"]) / 2)\n", " token_segments = get_segments(rev_transcript, n_segments, global_indicator_speaker=False)\n", " segment_transcripts_chunk = []\n", " for segment_idx, tokens in token_segments:\n", " segment_info = m[\"segments_meta\"][segment_idx * 2 + 1]\n", " segment_transcripts_chunk.append({\n", " \"uid\": segment_info[\"orginial_audio_uid\"],\n", " \"duration_s\": segment_info[\"duration_s\"],\n", " \"transcript\": tokens.anonymize_speakers(),\n", " })\n", " print(\"{}/{} segments retained.\".format(len(segment_transcripts_chunk), n_segments))\n", " segment_transcripts.extend(segment_transcripts_chunk)" ] }, { "cell_type": "code", "execution_count": 182, "id": "2cbe6494", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "f0c1dd12-c76e-4018-8da9-ce94f2f7ed62\n", "Fidget hunting at the dollar tree. I heard they have pop its here. I'm not sure if it's true, but I keep seeing these rumors on TikTok. So how about we look? I haven't been here in a couple months and they really changed things. Let's try to find a toy section cause maybe the fidgets will be in that section. Here's the toy section. It's such a lie. It's not even in here. That's crazy they lied to me. I'm really sad. I really want another pop it. Maybe we could try again in another store. Bye guys. Like for part two.\n", "----------\n", "a10e1362-8129-4d99-9c92-a5210c988022\n", "My friend's in here. I need you to get it working again. I don't care what experimental morally questionable technology you use. Just do it! I can try a car battery. Don't talk to me about your dark arts. Just bring him back! Klaus? Traffic on the fives. [music] Here's the pitch, going inside. Do you believe in life after love? He's gone. I can feel something inside me say -- Klaus! I thought I lost you! Stan. Why are you in heaven with me and Cher? Wait, this isn't -- where are we? Where's your car? I crashed it into the cave. Why? To save you Klaus. I knew that Stan, I just wanted to hear you say it. Now can you get me outta this thing? I think I've learned everything I can as a car. Well, I did just get a new shipment of lab animals in, take your pick. They're arranged from left to right from fastest to fiercest. How about the fish over there? That's my fish. No, that's my friend. You know the snake looks like he could be a cool customer. You're going in a fish.\n", "----------\n", "1218c2e6-6c0d-48ed-b755-6442d9bd94db\n", "Honey you're getting a little older. You're gonna have to act a little bit more your age. The ground is Lava! Ah! We're in lava!\n", "----------\n", "e86d21a9-8a4c-486d-bde8-007c2a885411\n", "Throw that ass in a circle You want me to what? You want me to throw my, in a circle? How do you, how do you do that? I'll give it a try. [music] Throw that ass in a circle. Throw that ass in a circle. Throw that ass in a circle\n", "----------\n", "7c1d6b5d-aa9c-43c3-8f3c-ae26998701c0\n", "You break the most. [music] Come here. I do it. I become the enemy. That doesn't seem fair\n", "----------\n", "34f8f72a-675e-4ebc-8651-48a302b39582\n", "Oh God! I'll never make it this time. This is the end! Anyway.\n", "----------\n", "d1465968-c8ae-46a9-9124-25f2247c44e4\n", "You are not good enough for my daughter and I don't want you around her. End of story. [music] So what don't you gimme one more?\n", "----------\n", "a5d46512-c617-4361-a310-ede17ed15ed8\n", "Listen, listen, eyes up here. Listen. You know what? I lost it. Well, if you're confused, I can explain it to you again. Oh you just don't wanna do it. With, with all the love in the world. Stop being lazy. Can't sing that song every time she walks by. I'm just thinking with my absolutely not. Gosh, that class is the worst. No, I love them. They're like my favorite, but they're the absolute worst. It's not the fact you brought a bag of popcorn in here. It's the fact that literally smoke was emanating from it to the point where I am concerned that the fire marshal's gonna get a call. Oh, he broke up with you. Okay. Are we sad? Or are we mad? I have chocolate or base ball bat. Which, which should we go with?\n", "----------\n", "763e4b9c-4d64-4c2b-bbfe-c30812af9b41\n", "[music] That ain't shit to me. Same dude different drink this is me this is me Ain't nothing pretty but her face. Money hungry, nothing skinny but her waist.\n", "----------\n", "273ae0e5-60e2-4d28-8ed3-fc378dabe816\n", "[music] You have to learn to select your thoughts the same way that you select your clothes every day. Now that's a power that you can cultivate. You want to come here and you want to control your life. So that work on the mind. And that's the only thing you should be trying to control. Cause if you can't master your thoughts you are in trouble forever.\n", "----------\n", "c5ac97a6-0363-4a3c-bee1-360584e57deb\n", "I'm sorry Ms. Jackson. I am for real. Never meant to make your daughter cry. I apologi --\n", "----------\n", "db74b975-1bbb-419b-b68c-0482c61aa722\n", "[music] How we feeling out there tonight? yeahh I am not feeling good.\n", "----------\n", "275a4081-d1eb-492c-8ceb-2b8a6399a6a6\n", "Children are not a burden. They are a blessing, a gift. The future. It's the things that come with the child that are a burden. Like going to the park.\n", "----------\n", "acaee220-95ff-43d3-aad3-f56469a40705\n", "Hey guys, let's do some quick makeup here. Same as always, going in with my contour color on my cheekbones. This is the color olive, gonna get the hairline, get the cheekbones, make our face look a little more, you know, defined. Snatched if you will. Okay. Now I'm gonna go in with my brightening highlight, white peach. And we're gonna conceal, cover up the bags, give us some brightness. I like that technique. I feel like it gives us a little eye lift look. Get the nose, and the chin cover up my little blemishes here. Cheek blush. Gonna use the color Royal. This is gonna be scary at first. But trust the process. If you apply my makeup all at once and kind of let it sit and warm up on my skin then I find it blends a bit better when I do that. And it just helps me not apply too much product. Because if you get too much of this product on your face it's gonna feel a little bit sticky and you don't want that. That definitely means you have too much. So I find applying it all at once just helps me make sure I don't over -- over commit, you know? Okay, working on blending out these cheekies here. Hope guys are all having a good weekend. My weekend is mediocre. My husband had to leave for work. So I hate when he has to leave for a few days. And you know what, like when my husband's away I feel like I never make food for myself. So I like haven't eaten yet and I'm starving, but it's like it's almost like when your husband's gone and you're just cooking for one. It's like is it even worth the effort to make a meal for one person? And like, I'm so bad when he's gone. I just like eat like bad. Like I'll sometimes I'll just eat chips and that's it. Or like, I don't make good meals for myself. So yeah. I hate when my husband's gone, but I'm a good cook when he is here. 'Cause it's like, absolutely. I'll cook for two people. But cooking for just me just seems like a lot. Okay. How pretty is that cheek blush color? I'm just throwing some ballerina on my lips, but this was how dark, this is it right here. It's so dark. But like look at how pretty is on my cheeks. I love, love that color. It's just like a little, yeah, I'm into that. That's like my new favorite color, but nice blend. Everything blends out so pretty with this makeup. Whoa, that was a lot. I'm going with the color Bubba. Just for like we're doing like just a one color eyeshadow today. Blend that in Bubba's probably, if you're looking for a one hit wonder eyeshadow Bubba is your color. So pretty. That's my look, friends. I hope you all have a great Sunday. Thanks for watching. Yeah, that's my makeup. If you have any questions, let me know. There's a link in my bio for a color match. I'm working on all your guys' color matches. Make sure you check your junk email, your spam folders all that business. Cause I think all my emails go to the junk folder because I send out so many, get flagged as junk.\n", "----------\n", "7e60f6eb-dd6c-4b4f-8358-a6408351f55e\n", "You have to be honest. Am I ugly? Yes or no?\n", "----------\n", "8ded3a56-6126-4f74-b4e2-c2be4f633a9e\n", "Breaking bad in Zootopia. Hey Doc, Over and out. We've got your lattes. Alright Walter and Jesse are back. So I'm leaving now. Out.\n", "----------\n", "13bc5329-bd63-4498-8ba7-708818cf03a4\n", "This is a broken set that a lot of people said I needed to. [music] You know what she said to me? Have a diving stick on. The reason I don't have a diving stick is cause all this stuff is gonna catch right up there anyways. You just don't need it.\n", "----------\n", "98d898e1-02f7-47bd-8f1f-5d079af449c8\n", "Look, I know I'm fine. I won't lie that extra coin don't hurt but I guess money baby. I'd just rather spend yours first. I know for sure. The pussy worth more than a Hermes purse. I got the best on earth so that dick better come with some perks Yeah you fine and the money caught my eye too.\n", "----------\n", "ba9b1c7c-467f-46a7-8e1c-63a1458064cb\n", "Whoa look someones burning purple. You shouldn't be too excited about that. My mom says they're dangerous. Dangerous? Oh I think it's your turn. Yeah. I'm so excited. You're red. Yes. Are you pretending to be red? No. Why would I be? Look at your wrist. It has to be a mistake. My whole family's red. I have to be red. It's not a mistake. You're just special. Is that a bad thing? I don't know. You're the first green I've seen in years. What does green even mean? No one told me. You'll found out later. You're so lucky to be green. How am I lucky? I'm the only green and my family has another color. Green means can control everyone's color\n", "----------\n", "a111af5c-0656-412b-9552-145883119cb4\n", "Let's get one thing very clear. I don't avoid conflict because I'm scared of you. I avoid conflict because I'm scared of myself. My temper can go from zero to death row really quick.\n", "----------\n", "429f8d74-7b82-45a0-99f8-863c9008dfa6\n", "What happened to the original plot of the movie? What happened to the original plot of the movie?\n", "----------\n", "f05bffd2-0740-48d8-8c2a-04da8f63a000\n", "Oh, to see without my eyes, The first time that you give.\n", "----------\n", "9adb35a6-9de3-4d45-b328-c95308b8aa52\n", "Think you know how to love better than any of this. That's why you find it all so painful.\n", "----------\n", "270640eb-d696-487c-9fe5-1bdde22b4386\n", "Have you finally found the one you dreamed of all your life, do just about anything to look into their eyes. Have you finally found the one, you given your heart to Only to find that one Don't give their heart to you.\n", "----------\n", "d908e742-72a4-4628-83a7-442bb9269ce9\n", "Let's talk about six and its complicated relationship with its original west end cast. So you may or may not know that this original west end cast for six is being brought back for three performances at Hampton court palace. And then the just announced six pro shot. And this original west end cast features big names such as Milly O'Connell and Amy Atkinson. Though I would just like to note that this original west end cast is not the same cast that's featured on the six cast recording. Or at least not entirely. But why did I say that the relationship six has with its original west end cast was a complicated one?: Well, for me, it's all to do with how they've been treating Grace Mo act recently. Grace was the first one to wear the black alternate costume as well as the first actress to complete Swingo meaning she was the first to go on and cover each of the six roles. However, in all this promotion of bringing back the original cast. She has been very much forgotten about. And actually I believe this is really unfair as she's sort of the unsung hero of the original cast. But what do you think? Let me know.\n", "----------\n", "d5486f78-ff1b-41ff-b26f-5b723df3e8ad\n", "Waiting around through ups and downs and what. I just said look we're gonna have we're gonna have a good day and all my homies gonna ride today And all these --\n", "----------\n", "44a5d883-f882-438f-bb55-fe96e5ddc82e\n", "I want it all. I want it now Don't tell me no. Just tell me how. You see this crown, It means bow down. What I want is really very --\n", "----------\n", "146df432-5e97-4bd3-a110-83cff64591a0\n", "And then show who owns your passenger seat. [music]\n", "----------\n", "3446879f-9719-405a-a610-5d273c195bd5\n", "[music]\n", "----------\n", "81709243-013e-4ccc-95f9-055cd7f640d2\n", "Drop this grape into a cup of water and took a photo. The splash it made was one of the coolest things I have ever seen. I need to break it you, but that's no grape sir. Results have already been posted.\n", "----------\n", "e4c81c9d-f220-42d1-82f9-fa1faf88db0c\n", "Is this guy ever gonna give up? Jokes over you have a house and this is his shack slash man cave. No, bro. This is actually where I live. I live in the shed and play the PS3\n", "----------\n", "826ceebc-e8e7-40c7-b3c3-9bb0ae2edbe7\n", "Hey you, you know it's hard for other people in your life to get close to you. If you're always like this.\n", "----------\n", "cd9511d5-a9b1-4520-9fb9-db30edbb87a2\n", "[music] Oh baby do you know what it's worth Aaron Ramsey's the best on earth. He came from juvie to beat the tick. He lost a [inaudible] with this penalty kick. [laughter]\n", "----------\n", "101e95a5-3824-4fbe-9ec8-c0048ef61794\n", "Does anyone else's baby look totally different now than when they were a newborn? This is my baby as a newborn. This was my baby at three months. My baby at six months This is my baby now. Who the heck was the first baby I posted?\n", "----------\n", "21f42664-a10e-46f3-928d-dc56ef0ca46c\n", "Hey Spiderman I need your help. [music]\n", "----------\n", "f88af53f-cb63-4fa5-86cc-6ddff91201bb\n", "A Texas morning. Find the beauty in the world. [music]\n", "----------\n", "f5162c8a-78a0-46e3-8070-36286e5c1d43\n", "Number 10! Yeah! Did you see that over on the right? Uhun. Reminds me of how the [inaudible] setter could throw people off with just a look. Those magical sets should be illegal. Am I right? Kind of surprised Nisha Noya could save that one. Wait, unless you think maybe Owi Kawa sent the ball that way by accident. Could that be what happened? Nah, he meant it to be for Nisha Noya, if he hadn't been able to save that one, it would've done serious damage to our team's morale. You've got it. I think that's probably what he was going for. That was close. You really saved our asses Nisha Noya Hey, I'm sorry. It's just, they keep confusing me. Well, Carasino did a number on date tech after all. Just give it a few minutes or so, it's not going to be much longer now. Anyway, I pity you. Hmm?\n", "----------\n", "890f7dca-ed64-4965-95f8-ba6be802399c\n", "How rare is your eye color. The most common eye color is brown with approximately 55 to 79% of people having brown eyes. The second, most common is blue with between eight to 10% of people. 5% of people have Amber eyes and 5% of people have Hazel eyes. Only 2% of people have green eyes, and the rarest color of all gray eyes with less than 1% of people in the world having this color.\n", "----------\n", "1d474fe1-4019-4826-9093-09f2d2fe3f9c\n", "What's with these wannabes dissing my fidgets. Fidgeting is so fun.\n", "----------\n", "310ee3dc-ab1d-4469-b982-0e124548b060\n", "Do you ever pick your nose? No. [laughter] Yes I did. [laughter] You did yeah? Yeah. Sometimes, right? Yeah. And then do you ever eat it? No Oh yes I did. [laughter] Yes you did. Okay, good. Alright.\n", "----------\n", "31a7358e-c0e7-43c0-9a40-0e2cfcb422bd\n", "Horror movie scenes that'll scare the [redacted] outta you. This is hereditary. If this doesn't give you nightmares, I don't know what will. You can watch it on Hulu. And it got an 89% on rotten tomatoes. A mentally ill grandmother passes away and the family members find different means to handle their grief. They each begin to have disturbing experiences linked to sinister secrets and generational trauma. Have a look for yourself. [music] [music] Stop! Stop! Please stop! And to think, that's not even the most terrifying part of this movie.\n", "----------\n", "750c56a3-192d-43ee-8e0f-bb4a6898f72c\n", "Hey, it's your homeboy Kevin McCoy with highway driving rule number one for all you people that like to stay in the fast lane the entire time. Left lane slow. Right lane fast.\n", "----------\n", "cce39aaa-9877-4f55-8a0d-6bb8b8d353fc\n", "Back in the sixth grade. I got the bad grades. I was in love with my tutor. See music we lose you trapping man.\n", "----------\n", "65fd7f47-dfdc-423e-a63f-d35e8487f87e\n", "Magnificent pair [music] Oh good heavens!\n", "----------\n", "1d61fb23-5b31-4eeb-8481-aa10d6aa55e6\n", "foot , seven foot, eight foot [music]\n", "----------\n", "fcd6d7c6-1a89-46a2-99f7-6c2c34073020\n", "Now days they just talk, but they talk about nothing Now days everybody wanna say something. Huh? goddamn\n", "----------\n", "f4c2c788-432c-444c-b3d9-d480696589d8\n", "Look at my trainers are froze. I ain't come over here for nothing [redacted] No, he is [redacted]\n", "----------\n", "c2c8047f-cc12-4248-a634-b13670f0896e\n", "I wish somebody would post me to this song, but I forgot I'm single. [music]\n", "----------\n", "51b09393-9a73-4bb4-a1c9-6c081823f8de\n", "I didn't wanna be like rude and kind of call him out or anything like that. So I just kept on playing. I got a med kit for you okay? Okay. Here, here, here. I'm coming.\n", "----------\n", "35cc3a95-7f5b-4d7b-97c8-cfc846faab87\n", "Chipotle for dinner. Let's go. Alright My bowl kind of shifted, but I do cheese guacamole, the tomatilla salsa, Pico sour cream, barbacoa, black beans and white rice. Mix that all up. I know some people mix and some people don't but I am a mixer. Oh yeah, this is a good one. I know I haven't been on here in almost a week. Sorry. It was like crazy with the holidays but hope everyone had a wonderful Christmas. Tried to spend time with family, friends. Whoever makes you happy.\n", "----------\n", "da65b178-cfaf-422e-91d2-59d92ffc2a64\n", "I'm the only provider Little bad foreign bitch, word to Fivio Niggas know the vibe, that's word to five, yo Beef, we 'bout to resolve, yo Pull up on a opp, do we have a problem? Hmm, hold up\n", "----------\n", "8f0c1d6f-45e5-4ad1-9e1e-8d8765c83fa8\n", "Three simple steps, to cultivate your abundance mindset today. Hello, my loves. If you've been keeping up with the moon map, which I hope you have, you'll know we just moved into a Capricorn moon late Friday night. So, we'll have that Capricorn energy of finances, abundance pinnacles, throughout the remainder of the weekend. So our moon magic for these days and for infinity and beyond is how do we create that mindset of abundance, such a Capricorn topic. Number one, we gotta, gotta, gotta, gotta, gotta give, freely and generously. It seems counterintuitive when we hoard our money, when we're overly frugal with our finances, when we save, save, save, and we never let ourselves experience the joy and freedom of money, then we buy into that scarcity mindset that there's never enough. That, oh, if I spend this, then how am I gonna earn it back? Whatever the story you're telling yourself is, it's based in the idea of lack. But think, money is a currency. Energy is a currency. And so it's meant to circulate, it's meant to flow, it's meant to come and go at different seasons in our lives. We have to trust in that process and know that if we give it out, it's gonna come back around. So, first tip is to give, and I challenge you to do that by, either donating to a cause or charity that you really care about. Again, money is energy. So if you're putting your money into something, you're putting your energy, you're putting your intention and your stamp of approval on this mission. So make sure it's something that you believe in and really do support. This could also look like your traditional 10% tithe at church. Or even a great way to incorporate this into just your daily life is the sacred practice of tipping. Tip your servers, tip your waiters, and do so generously. They are taking care of you. And so leaving like an extra 20 is not gonna break your bank, but it is gonna really brighten their day. Might really help them out financially. You literally never know. That could be a whole separate tangent. But tip number two is to have an abundance mindset, we have to get comfortable receiving. Especially as women, I think this is really hard for us because we don't wanna come off as like entitled or proud. Even we shy away from compliments, or gifts, or bonuses, because we think we don't deserve them. We think we have to earn it. But there is a way to cultivate a humble attitude of gratitude when receiving these things. Maybe practice by just receiving a compliment well. If someone says, you're looking nice today, say thank you. Instead of, oh my God, this ratty mess? I had to get ready in 10 minutes this morning. Oh, I look disgusting. No, just say thank you. They wouldn't tell you they thought you looked pretty if they didn't think you looked pretty. Likewise, you probably wouldn't receive that tip or that bonus, that gift or that check in the mail if you weren't worthy of receiving it, if you didn't deserve it. So practice that, practice the respectful receiving. And third gratitude, gratitude, gratitude, always gratitude. Being thankful for what you already have is going to send the message that you're ready for more. Even just that simple shift in perspective.\n", "----------\n", "6b7f8a27-bf64-4af7-b110-851d89537557\n", "They say, \"Yeat, how your pockets swollen You gotta show me that shit\" 'Bout to tell you how I'm doin' and shit I got the devil on my phone He told me, keep doin' this shit Yeah, devil taught me how to get rich Yeah, how many bands\n", "----------\n", "da4bda29-654c-40a2-b190-2a9212702789\n", "I could use an Avenger. There are other Avengers. We'll get you back on the lunchbox.\n", "----------\n", "e82739bb-6f97-4a26-b839-a9f672c5dc7e\n", "Okay, I'm using this video as a test because I've been super shadow-banned. But if you see this video, it's because I downloaded a VPN. So please let me know in the comments.\n", "----------\n", "bc2dbd81-5995-4057-abe0-b050577dbc46\n", "You feeling today? I'm feeling great. I'm wearing purple, funky pants. Yes, they are funky, all right. It doesn't go together. Shows me that you're very comfortable, but stay comfortable in your house. Okay? Mm hmm. And that definitely has to go. So, five? Wow. Damn, your insight is very good in some situations. But honestly, I don't give a flying . This is just my drip, and I still love myself so. I can tell. I can tell. You take care now. You too. All right. They don't know the car that I came in with, right?\n", "----------\n", "634c75ab-eaca-429a-8c3d-0e62d0b2bcfe\n", "And then Tara Davis, broke the collegiate record last year that made it all the way to the Olympic final. Say what? Say what? Say what? Say what? Say. Say. What? What? Say [music] . Say what?\n", "----------\n", "6e5b7e1c-18fe-450e-a388-1c7ff11f1c20\n", "You were bad girl and your friends bad too Oh we got the swag sauce she drippin' swagu You were bad girl and your friends bad too Oh we got the swag sauce she drippin' swagu I may be young, but I'm ready\n", "----------\n", "9738050c-8bcd-40fb-b7e8-e13f4a028170\n", "This is what she doesn't tell you. Whenever she's begging for your attention, when she's telling you all the issues that she has, or telling you that she just wants you to communicate with her. What she's not speaking out loud is that every time you ignore all of her wants and needs, or push her away a little more, she's slowly giving up.\n", "----------\n", "3291326b-ede8-4023-a0cd-77870afe59ac\n", "My name is Tokyo Just like a window, I'm here to air it out, hello, bitch He wanted beef in the parking lot, uh My niggas dogs and we bark a lot, uh Auto-bot choppas they spark a lot I'll beat your ass\n", "----------\n", "80ba2224-d2f8-4999-a21a-1e243989fb60\n", "Are you wearing the -- The Chanel boots? Yeah, I am. You look good?\n", "----------\n", "136e0f21-527d-4219-ba03-0c6b0047db3a\n", "Dem waan yuh relevance Suh mi regular, people live where wi at Don't ask for any help yet when mi help miself Dem seh mi selfish, suh petty yet lesson tek Taught myself excellence Very skeptic with friendship, yes, envy will mess wid some Many fail to meet di resume standard in any way Friend wi' hate true yuh pass di subject weh dem fail Mi nuh penny weight Get dis straight, greatest is neva great Greater dan any fake, any fake, whoa Stay pon top everyday\n", "----------\n", "f978b074-876f-456d-9398-544e0bea7412\n", "Men, do you suffer from a erectile dysfunction? If you do, I got just what you need. Fuck taking Viagra. You run this son of a bitch, and your erection will last longer than four hours, guaranteed. Now go fuck yourself.\n", "----------\n", "b57cb947-c8bd-4721-b340-209925019260\n", "Do you say black lives matter? [music]\n", "----------\n", "478487e8-7ec6-4bae-bca4-7469c3a3a756\n", "Bitch, there's a ghost in the house I like the way they run, then fall, then die, Okay I like the way they drop when I'm outside, huh I like the way they run\n", "----------\n", "1c174399-4528-4a6a-943a-61abf005d96c\n", "Imagine thinking battlefield is better than this. Set up. Hooking. Step on. See you on the ground.\n", "----------\n", "9f2fcf60-a4f4-4c9d-ac65-46022e410ccb\n", "So for check for Janet concert. Okay. Yeah, so I have this top with these jeans, and my (wind whooshing drowns out speaker). What have you got? Alright, I have this top. And she (wind whooshing drowns out speaker). Oh, no, I didn't. This is from we from American Eagle. These are (wind whooshing drowns out speaker). All right, go. My jeans are from American Eagle, and my shoes are from Forever 21 from seventh grade. Okay, perfect timing. Top is from Shein. Jeans are from Shein, docs are from Dr. Martens. I didn't say where my stuff was from, Windsor, PacSun. I told you guys. Annihilated. Oh!\n", "----------\n", "3adf6dd6-5a40-4b96-8c92-522847a8daaa\n", "You are moving from battle to breakthrough. Trusting God is also trusting his timing. Everything that you want is on the way. Everything that you already need is inside of you. Follow for more.\n", "----------\n", "b4d68f9e-3292-447b-9a06-7053354f651e\n", "No, that's not why your back hurts. That's what I wanna say, every time. When people tell me that their back hurts because they need a new bed. You don't need a new mattress, you need a new back, a new backress.\n", "----------\n", "97330610-8b1d-4b67-919b-8c72fac63cc8\n", "No you can't approach us 'cause You not gon' you not gon' Bend it over, bend it Bend it over, bend it Bend it over, game Bend it over\n", "----------\n", "340affe6-6a62-4f97-b3fa-40bc350608a2\n", "Are you kidding me? Stormy, you look like mommy, baby. I hate it.\n", "----------\n", "4ba1baa3-b65a-410b-ac07-f8e46c29c81b\n", "James was the first person [music] . It's not enough to feel the lack I want 'em back, I want 'em back, I want 'em You're the only friend I need You're the only friend I need\n", "----------\n", "5763740c-f6d8-4f20-8983-303dfc2d557f\n", "Champagne poetry, these are the effortless flows Supposedly something else is controlling me Oh, oh.\n", "----------\n", "fac15847-7699-4cfe-98e7-a9bcd38bb1de\n", "Happy Thanksgiving friends. Now, I know that you guys all love when Robbie decorates. So babe, there is a blank slate here. So let's show our friends how to create a Thanksgiving tablescape. So we are not hosting this year. So I'm just doing this, I'm just using what I have. Normally I would get like little mini pumpkins and you can either carve out a hole in the middle of, do a little tea light in them, and that can be the place setting, or you can spray paint, I've done white before, spray paint with gold, and then do a little cut in the top. And it could be their place card with a name on it. But this year we're just gonna use what I have in my stock pile in the garage and create something for you. So we're gonna start off with an ivory table cloth. You can do ivory or white, doesn't matter, but I'm gonna use ivory today. And that's gonna be the base. Whew, that was hard. We had to pull and tug and just, that was difficult. You know, communication is key when you're doing this folks. Remember that, communicate. Okay, now we're off to the garage to go get our little goodies. So as you can see, we have lots and lots of options, but Robbie has decided to go with the burlap. Now he's deciding on what Thanksgiving decor to use for the centerpiece. I think there's a lot of decisions here to be made. We'll see which one he picks. Oh, I think it's that one. Okay guys, so he used not only one, but two table runners. So you don't have to use a table runner just down the middle of the table. You can always do a crisscross pattern, or in this case, I'm gonna run two kind of like their place mats a little bit. And then what I'm gonna do is put these little Wicker charger place mats on top. I really think that you made the wrong choice. I think these hot pink ones would've been a better choice. That is why you're not the designer. Okay, but I've designed tables before too. No. Yeah. No. Okay, so we've added the plates and the centerpiece. Robbie is currently working on salad plates with napkins around the dinner plate. I'm just doing a napkin horizontal, fold it over, put the salad plate on top. The centerpiece I made many, many, many years ago, just fake pumpkins in a basket. It's really old, I should probably remake it. But it'll do the job. Okay, nobody asked. Now time for some fun wine glasses. Okay guys, so here's an update. Glasses have been placed on the table, and just a few little extra touches. Babe, I really feel like these feather things really just give it that extra oomph. Pompous grass and it slept over from our Halloween. Perfect. But how are we gonna eat? There's no utensils. I'm getting to that. Okay, well you better hurry. Okay, everyone, and it's done. Like I said, usually I would have little mini pumpkins on each place setting, but instead we just did a little fake yellow flower, but something quick, simple and easy for the holidays. Everything -- Quick, simple and easy guys.\n", "----------\n", "5234a2ac-c9e8-42ab-95a1-eaaee212db25\n", "Till I can't no more God is calling you, put your phone to your ear. Listen, I know you don't wanna talk right now. And that's okay, 'cause I just need you to listen to me, please. I need you to know that you are an absolute, amazing person. I know what you're feeling right now is not very good. But just know that you are one important person to me. And even though you may feel like no one loves you, that's not true. There are so many people that love you and care about you. And we are all praying for you. And I know that once you get through this, you're gonna realize how many people are here for you. So take the time you need to heal. Just know that when you're done, we're all gonna be here waiting for you.\n", "----------\n", "38c4fce2-c2ec-494b-b65d-e8dc18c67d16\n", "No, Hank, I'm just worn the hell out. Hell, I've been up at the hospital all damn day, shit. You know, Jimmy Dane got attacked by a damn tiger. Hell no, he broke into the zoo. That's what the cop said, he broke into steal some nitrogen. Well, you know he can't read real well. He broke into the Nigerian tiger exhibit and it tore his ass up. I mean ripped his ass cheek off, his right ass cheek, got his back, half his ear. But the damnedest thing is when the blind zookeeper, you know that they got up there, he grabbed the tranquilizer gun and he shot at the tiger. Well it hit Jimmy Dana in the neck, put him out. They said, that's what saved his life when he went limp, the tiger stopped. Well, Hank, you gotta remember who we're talking about. I mean it's Jimmy Dane. Hell, they had to burn the school down to get him outta fifth grade. I gave him a penny first thoughts one time he gave me change back. But yeah, he's gotta go through rabies treatment and all that shit, I don't know. I'm gonna hit him so hard that just gonna make Mike Tyson say, \"Holy thit.\" I'm telling you. If it ain't one thing, it's another with him, I tell you.\n", "----------\n", "2fb6e07b-339b-458a-81b8-2f9f046d442a\n", "Take a screenshot of your lock screen, and let your followers rate it. [music]\n", "----------\n", "fd83919f-e6ae-4887-a152-1d5e79c5b0ad\n", "Love is amazing but two is a nice hit Yeah, bye guys. Lady, lay your hands on\n", "----------\n", "7dcb20c9-2e02-4db0-8fdf-85b78ba82ee7\n", "Take off Come on baby keep on doing what you're doing Girl I'm trying to get you next to me But first you gotta let me see Booty work\n", "----------\n", "21f95587-8418-4bde-aa8a-13a4aea2a5bd\n", "Can someone let. What does this say, I don't even know your name. But I know you're probably not sexy. [laughter] 'Could someone let this person name up here know what my content is about? Mm. There was a whole line in my taco. Obviously, they're new here. [laughter] Tacos, mm. One of the world's greatest creations. Y'all go ahead and inform them why I eat all day. Bye.\n", "----------\n", "36e935cb-5233-41ee-9789-53ae1c842f88\n", "You're my honeybunch, sugarplum Pumpy-umpy-umpkin Yeah, I didn't know it looked like that either. Listen, did you know that that leftover turkey in the refrigerator is only good for four days? Now you do.\n", "----------\n", "73129e4d-b20c-4f38-90c9-7209e6914edd\n", "You will never amount to me. Okay? Just know that.\n", "----------\n", "a47d6817-95e1-4635-b04a-fb8fa079612b\n", "Hi, what would you like to order? Can I get an ice caramel? Sorry, what, what? An ice caramel. What would you like to order? An ice --\n", "----------\n", "3a5f4273-39b5-476d-a17b-09a3494ed4fb\n", "Hey, no, stop! Just calm down, don't do it.\n", "----------\n", "4b797d13-00a0-4330-a3fe-68ba60b70b8a\n", "What's a strange habit you picked up from work?\n", "----------\n", "b021eb9c-ffc2-4b1a-9f6e-e2bb14f4accc\n", "I can still hear her voice loom But she only exists in the dark of my room Love, I can't ignore you, in my room Do anything for you, tap, tap\n", "----------\n", "6ba275c2-591b-4c24-a52a-a0de8c15a87b\n", "We want a picture. Not Harry. Benjamin. What?\n", "----------\n", "80e35457-3828-4c4d-8fdc-f8f2b6e62d3a\n", "Mama had already told me there'll be days when it rains But lately, it's been crazy hurricanes\n", "----------\n", "362d94f1-5af5-4e44-8300-2c8de3c1e46b\n", "I got you some turkey bro. Thank you bro. Happy Thanksgiving, bro. You got me some turkey. Well, yo, I'm thankful for you helping out my friend in the community, you know what I'm saying. Thank you my brother. Okay bro, I need $50. I got you, man. Nah, I'm just messing with you. But thanks for looking out for me. You sure bro? Yeah bro. Damn.\n", "----------\n", "a107c261-842c-403d-a42c-1471b71dd11c\n", "Before I get in shape, does anybody like me chubby.\n", "----------\n", "f021aa44-123c-4b12-b9d4-1b4c234648d6\n", "Tell me you're that somebody Baby girl, uh-huh I'm the man from the big VA, what? Won't you come play 'round my way, uh-huh\n", "----------\n", "d3155b7a-6ba9-4d1b-b328-84eb746bcc2f\n", "Mama always said I was born on the wild side I guess mama was right 'Cause when the clock\n", "----------\n", "2ed3e928-fb78-44b1-89b1-572cd3301000\n", "Okay, so as you guys know, I'm getting married in a few weeks. And I wanna show y'all some of my favorite wedding things that I've bought. So this is probably one of my favorites, it just came in. This is my getting ready robe, which is like this really soft silk. And these really fun wide whimsical two sleeves with pearls. Tell me that's not the cutest. And currently, on my feet are these adorable little slippers that I bought. Like these are so freaking cute. Okay, and I'm completing the look by hanging out on this Mrs. Ellis hanger, also my wedding dress. And it has this little tool, has our wedding date up here, but this is so cute. Oh my gosh. Speaking of hangers, I got these at, At Home for 5.99. It's a pack of five white and gold hangers. So if you need hangers to hang your bridesmaid dresses on, definitely get some of these. I got this from Amazon, this is the cutest thing ever. And it's a little ring security box for our ring bear. And it comes with a little earpiece and sunglasses, and that's like the cutest thing ever. And I'm so excited about that. This is another Amazon find. I have two flower girls, and it came in a packet of two and it was only $10. So those are so cute, I'm excited for the little flower girl baskets. And this is probably my favorite thing I made for the wedding. This is our colors, it's terracotta and sea glass green. And this is our wedding invitation, which I have not shown anyone online. So lemme show you guys. So it starts off super cute with this little gold seal, which we got this off of Etsy, as well as the ribbon. We used simple glue dots from a craft store just to stick it down. On the back is one of our engagement photos. And oh, this is so pretty. On our invitation it says, kindly join us for the wedding of Kaylee Osman and Edwards Scott Ellis as the two become one. And then I'm just using this little ribbon to cover the address. And yeah, I'm so excited. Oh my gosh, it's just so pretty. And then yeah, this was just a more details card that we told people the attire, when to arrive, all of that good stuff, but isn't this just beautiful? Like this together with this looks so good. Okay, running out of time. But let me know if you guys want a part two wedding hall, and I'll give you all some more details. But I'm so excited, ah.\n", "----------\n", "0da3f7d8-c19a-413f-a0d1-819e54d0a1c4\n", "Old Navy, explain how an XXL is bigger than a 2X. Same pants, different color.\n", "----------\n", "849b1e61-399d-4279-8d8c-fe92d1ad5884\n", "Use this exercise to increase your vertical jump and your lateral power. We do four reps on each side.\n", "----------\n", "d67fcccb-cb9d-4664-9c47-3f5fbc6ea474\n", "No name is impossible. Challenge me. I think I left my consciousness in the sixth dimension Your name it right there. But I'm here right now, right now\n", "----------\n", "80855efd-83c1-433c-a72a-e40384125ef0\n", "Hey, so I wanna teach you a little bit about mirroring. Mirroring, that's a funny word. There's a lot of examples of that and different ways you can do it. But one that I use a lot in depositions is what I call the hear and reverse. The basic concept is you take a given sentence and break it down into variables, say X and Y. And you use that on the keyword of the sentence. So if you say I am mad at my coworker, mad and coworker are the key words in that sentence. So you turn mad into X and coworker into Y. So you hear that, and then you reverse it. So if somebody tells you I'm mad at my coworker, you can ask, what is it about your coworker that makes you mad? You see how we did that? What about your Y makes you X? And by asking that question, the other person's gonna feel heard, feel like you listen to them, and they're gonna think, wow, this person really cares about what I have to say and they're listening to me. Follow me.\n", "----------\n", "3f4e05e4-1bfb-4820-adba-eaa2ee8b6b71\n", "Sucky sucky. Oh my God. I rate this a nine out of 10 man, it reminds me of my childhood. What did he say?\n", "----------\n", "6f65b34b-3887-4f1c-a182-3a0186c5bfd5\n", "Making my own Spiderman suit part one. Not a big fan of the original eyes, so I'm gonna be replacing them with the Spider-UK eyes. I like the Tom Holland logos so I'll be using that. I'm also gonna use a special overlay that makes it look like it's spray paint. And I'm also gonna turn the arms and pants black. If you want me to, I will Cosplay this suit. Just let me know in the comments.\n", "----------\n", "48330bc7-ff78-4e02-9de1-0bc41595c03e\n", "When you said it was over You shot right through my heart, Tunechi Why do you let these hoes Tear what we had right apart Oh, I was so mad I should've seen this coming right from the start You should beware, beware, beware Of a woman with a broken heart Baby, last time calling me baby Last time calling me crazy, crazy, crazy\n", "----------\n", "67b8301f-6177-4352-8c53-e06d849df6a5\n", "So what you're gonna do is cut these like a butterfly shape, throw em in there, put some cilantro. These are my seasonings that I'm about to put in to the chicken. Yes sir, can't forget this. Gonna let this marinate for about 30 minutes and put it on the pit, you already know. Yes sir, guys. Mmm, yup. Yes sir.\n", "----------\n", "ad16a1b1-ccca-493f-99ca-f178bf7da841\n", "What did I catch it on? Strike King Cut-R Worm, tequila sunrise, gold flake maybe. I don't know, pretty nice worm. Not bad.\n", "----------\n", "af668ea9-5727-4869-b115-a363d36aafc1\n", "I don't think my story was dirty. Then why is everyone laughing at you?\n", "----------\n", "ca7cdb44-ff68-45b8-9b47-49fbaf8458bb\n", "They gotta check in with the queen I'm the alpha, the omega, everything in between Ride with the mob, Alhamdulillah Check in with me and do your job\n", "----------\n", "99e83f41-1ee3-4c87-aa2d-b9d5b7542b76\n", "Every time I start my electric Jeep Wrangler --\n", "----------\n", "6daebe60-954f-4ba5-804d-bcc056f7ee35\n", "Places people don't realize sell Funko Pops. Party City does and they have a pretty big selection. I found these Space Jam Pops, like and follow for more.\n", "----------\n", "894c46a5-16af-4e9a-b321-fcb3465c9b8a\n", "My favorite melodic rap songs. And as for me, I'm hoping these big lies go past I'm smoking high-grade while she neck me And she ain't been the same since she met me Baby I'm a trapper, can't you see all of these keys? If you show me love then I'ma make your heart complete, baby All i want is you is that so hard for you to see? Grandma told me I'm a problem child Momma told me that she tired of this freakin' house 40 told me stay down, we gon' make it out\n", "----------\n", "fb54def3-c4e1-483a-ae0b-4e5bd7f98f2f\n", "What we do while the guests are off exploring the islands.\n", "----------\n", "b48b9835-314f-4455-a5cf-cccde0b3fa18\n", "All right, another break even. You know the drill. Chew on that, ya dogs.\n", "----------\n", "75ad084e-bcb9-4823-b2fc-c164b258a640\n", "Go. I can't! Okay. It is. It's so easy, right? Yup. Okay. Gotta make sure that's tight, nice and right. M-hmm. All right, and then you just -- Go ahead. [laughter] Hey! Oh wow.\n", "----------\n", "6d78701a-72e8-4116-9764-cdf72f3a7019\n", "16 gigabytes of RAM is a joke in 2022? Well, I wouldn't exactly say that. Now, I do personally have 32 gigs of Ram in my PC, but for the average person who's just gaming or streaming, you're not gonna need more than 16 gigs. 16 gigabytes is more than enough for gaming and even I've never even gotten close to my 32 gigabyte limit. So in conclusion, you don't really need 32 gigs of RAM, 16 will be just fine.\n", "----------\n", "3498aa55-2f05-4e9b-bc48-1d053e7be07f\n", "Arrest. Where I'm going? Put your hands behind your back. I'm gonna take you to jail, okay? First of all, okay, listen to me. Nuh ah ah ah, none of this tear stuff. You have the right to remain silent. Anything you say can and will be used against you in a court of law. You have the right to have an attorney present while you are questioned. If you can't afford to hire one, the court will appoint you one. Do you understand that? Say yes or no. Yeah. You do? All right, let's have a seat in the back seat and then just.\n", "----------\n", "f1d7b28b-4139-4fc7-a054-170df45b782c\n", "I know it's a lot, the hair, the bod When you're staring at a Demigod What can I say except you're welcome?\n", "----------\n", "10a7fc51-2b90-4c9b-8fe9-82f39d2e6419\n", "Do you ever look at someone and wonder, what is going on inside their head? [music]\n", "----------\n", "0cddafca-9462-462b-9e4b-66da6f5a442e\n", "It was 100 for beads. [music]\n", "----------\n", "9a5875b9-ee97-4db3-8b02-3328c3e06fa6\n", "Here's a kinda new one. So I wanna see how steady is your hand and then what do you do? I'm a --\n", "----------\n", "cb22dd7f-f73b-4b12-99aa-6faebe57dd25\n", "I'll sit and watch your car burn With the fire that you started in me But you never came back\n", "----------\n", "31c0cdaf-b35b-4c00-a70a-32189efe60f6\n", "Like I just walked out the gym And them bitches just gotta 'cause I took they Give him a job and he gave me a It was too long so he gave me a How was that possible? Give me a I can't describe it, just give me And why he in your tummy, bye-bye to my ribs Turn him into a dummy, 'cause I got him stiff And watch, you think it's funny 'til y'all get the dick And turn into a zombie and swallow your [inaudible]\n", "----------\n", "3230321c-29e3-4a36-9d21-21ba2de382ed\n", "This the right way to do this. Hold on, grab that fly swatter, watch this. Fly, fly, pat that thing Now turn that thing now hold that thing Now grab the wheel, beat the hoe Beat the hoe, beat the --\n", "----------\n", "221a7e93-48dc-405a-8b30-4ebc15232b3f\n", "My favorite game. Let's cut it open and see what's inside. It could be chocolate, it could be meat, it could be apples, it could be a Ford F-150. Let's take a look. [laughter] Oh, it's rice.\n", "----------\n", "fc8ef6f7-27a0-4fc1-984b-e661a2a20a01\n", "Oh. Who broke it? I'm not mad, I just want to know. I did, I broke -- No, no you didn't. Tom? Don't look at me. Look at Ben. What? I didn't break it. Huh, that's weird. How'd you even know it was broken? Because it's sitting right in front of us and it's broken. Suspicious. No, it's not. If it matters, probably not, but April was the last one to use. Why? I don't even drink that crap. Oh, really? Then what were you doing by the coffee cart earlier? I used the wooden stirs to push back my cuticles. Everyone knows that. Okay, let's not fight. I broke it, let me pay for it, Ron. No. Who broke it? Ron. Donna's been awfully quiet. Really? Yeah, really. [inaudible] I broke it. It burned my hand, so I punched it. I predict 10 minutes from now, they'll be at each other's throats with war paint on their faces and a pig head on a stick.\n", "----------\n", "d11adefa-36c1-4cb0-bc36-f539e6a7bcd3\n", "My previous video had so many good comments. Let's implement a few more of these ideas. By far, the most requested feature is something like this. Add a scorch mark on the ground after the explosion. For this, I have two options. First we have this pixely texture that's more in line with the art style and then I have this higher res texture. Another really common comment is that the smoke from the fuse looks too realistic. So I'm being cautious about this ground texture, even though I think it looks really good here. Let me know what you think. Then the most liked feature is to add a delay between the chain explosions and I think this is great. Before the bombs exploded instantly next to each other, but now there is a 0.1 second delay, which makes it look more like an intentional chain. Thanks to everyone who commented. FYI, I responded to so many comments that TikTok locked my account 'cause it thought I was spamming. I still read everything, all 2000 comments or whatever it's at now.\n", "----------\n", "75ab1b45-f4e6-46c6-b8ea-2057dab8ec61\n", "If you're not blending your blush up to your under eye area, you're missing out.\n", "----------\n", "2ad5c18a-15c3-4d5f-988d-ac166d4e41d7\n", "We had the absolute sweetest delivery driver yesterday. So you see that he just put the litter on the porch and here he is scanning the item in to show that it has been delivered and then you'll see that he proceeds to take the litter off the porch and he moves it in front of the window and here comes the sweetest part. So he backs all the way up and then he takes a picture. Usually when we have visitors or we come home, our cats are just lined up in the window. So that's probably why.\n", "----------\n", "4b33129b-9556-4286-9f3b-9dd850fffb2a\n", "[music] I pull up at the club, VIP Gas tank on E, but all drinks on me Fresh kicks, fresh white tall tee Fresh NFL hat, fresh 'Bauds with the crease Pussy niggas wanna hit me with they heat Real recognize real, real niggas gon' speak Jiggalatin', I been rolling 'bout a week You can tell I got cake by the diamonds in my teeth Black shades, so you know a nigga rolling They ain't check me at the door So ain't no telling what I'm holding Bad bitches, they gon' bust it wide open Niggas flashing they lil' bread But I'm the nigga they approachin' Small niggas, tall figures, y'all niggas fraud niggas We gon' get MAC-11s --\n", "----------\n", "ddd99ce3-6a21-4c67-a3df-0b7fc25e7e49\n", "I held my hand out for niggas All that did was hold me back Shit, Jx why you spitting all these facts? Just the truth of me, otherwise I'm fuckin' holding back\n", "----------\n", "62f493ae-5469-48b5-b3c8-86ca3a32b0c7\n", "Here's a toast to my real friends They don't care about that he said, she said And here's to my baby He ain't reading what they call me lately\n", "----------\n", "9a29652c-88ed-49ff-bf15-0f72fbfe248d\n", "[music] Now that I've got your attention, don't scroll. Just gimme one chance to talk to you about Jesus. Please just gimme one chance. Thank you, thank you so much. Jesus died for your sins, he died for you without thinking twice about it. He even gave you a choice to follow him or not. Please make the choice and follow him. Spread the word of God, spread the gospel. Do not say you will do it later because you never know when he's going to return. He can return right now and what are you doing? Just scrolling through TikTok? No, just make a video or use this sound, do something and spread the word --\n", "----------\n", "e147e28b-b2e5-40f9-8a4f-7a4ffc7babb9\n", "How come Sally Mae still gets to compete? Your sister doesn't have a neighborhood headcount. She so does! It doesn't count if they don't find the body! Still, you get --\n", "----------\n", "8eaf24cd-ccb6-4c62-a055-360c492ed2cb\n", "Hey guys. So in my last video I showed you guys that this thing blew up in my face and I tried to fix it. I think it looks pretty good, but it's not starting. I don't know what's wrong with it. Comment down below.\n", "----------\n", "ea317d56-517e-46c4-b3ef-bf11d1e2f7ab\n", "Threw your bitch in a taxi Wanna get drunk and nasty? Wanna get drunk and nasty? Wanna get drunk and nasty?\n", "----------\n", "391d03ea-61ad-47cf-ae1a-1073f4bc94de\n", "I like swimming in the pool When it's hot out, it keeps me cool Get in the water and have some fun, then --\n", "----------\n", "e871d9cf-2d34-422d-9aa4-cf1e571fc5f5\n", "Feudal code states that the trap can be any length. International mechanical code says trap needs to be a minimum of three inches, which one do you follow? I'll pin the correct answer in the comments later today. That's why I always use a backup wrench. The sealant I use is Nylog White, made by Refrigeration Technologies. Good stuff, no-thread sealant on the flare fitting for gas flex. The contact services of the flare fittings need to be free of obstructions, including pipe though. Do me a favor guys, hit that follow button. Thanks for watching.\n", "----------\n", "db8ef171-17bc-4bd2-adec-cfd7bc498890\n", "Go ahead then. Balls I'm gonna have in my mouth. Ew! [laughter] Mm, balls. Holly ball. [laughter] Ew, what if it was --\n", "----------\n", "54d1a9a8-0b9d-40f1-8cc6-6a0ded4eed03\n", "With a blammer with me Monique got some shit she playin' in the whip TT just went and got some brand new hair I know I had them fire hoes mad at me But you can't turn this bitch up without Baby Now I got 'em like\n", "----------\n", "79914b13-4c1a-456b-a5f3-955e24dfa484\n", "In 2022, I promise myself to show up. I'll show up when I'm scared. I'll show up when I'm doubting my abilities. I'll show up when it seems like the only person clapping for me is me. I'll show up when it seems like the market is oversaturated.\n", "----------\n", "ba7e4eeb-36e1-4224-adff-3fb64945943f\n", "This is America, Lois. Men have always run things and there have never been any problems whatsoever and don't say the economy or Iraq or income inequality or racism or Brett Kavanaugh or air pollution or Vietnam or slavery or Watergate or capitalism or MeToo or homelessness or police brutality or homophobia or Monica Lewinsky or school shootings or Native American genocide or Fox news or Tim Allen or climate change.\n", "----------\n", "b9f2b0e5-3fc2-48a0-b904-b1fbb1ed96f7\n", "Guys, meet calf 86 and today, he's going on an adventure. Taking him to the vet, they're gonna do the operation in house. Now, I don't normally halter my calves and he is just not sure what to think of this. [laughter] Come on, calf. There he goes. Come on, calf. Come on baby boo. Oh, oh, oh no, there's tension. Don't go back inside! Calf, come on. This is a fricking mess, guys. I can't believe I'm putting this on TikTok. Come on. Well, he's heavier than I thought he was and we got him. Well, we made it. You guys think he's gonna piss in my truck? I think he's gonna piss in my truck. He doesn't wanna stay in the back seat. Big shocker there. Hey, boo boo. Well, we can't do this all the way there. We cannot do this all the way there. We can't do it, it's not safe. Yeah, fuck me, he peed in my truck. Getting my coffee and they just asked if I wanted a pup cup and of course we got him a pup cup and he loves it. The Scooters lady almost cried when she realized it was a freaking moo. Apparently she is very much in love with moos. He is getting big brave now that it's getting daylight out. [laughter] He's just absolutely loving all of this movement. Still going for my smoothie. What are you doing? What are you doing? Yeah, I saw you. Okay, we're here, so it's time to get him unloaded. What you doing? All right, the calf's at the vet. I'll post updates when I can so stay tuned to see how the little moo's doing and if he pulls through.\n", "----------\n", "38ca163e-4213-429d-8386-f57aed8a68b2\n", "Any last words? Yeah. You kiss your dad on the lips, you hacking dog.\n", "----------\n", "a695bca1-76c1-4ce8-a008-92392bfa836a\n", "How's my fiance laughing at my stanky leg? Oh. [laughter] Oh, I fell. Good shot, Ron, beauty. [laughter] Hoo!\n", "----------\n", "372d4c1b-e225-4eb0-91c5-61bd0d5ff384\n", "Hey boo. Let's see what changes are coming into your life right now, okay? Let's see, if you found this video, you may be going through a powerful change in your life. So let's see what the main energy of this is and what you're gonna be getting out of this major change. Ears wide open. Okay, so I feel like there is kind of hints that have been thrown at you here. I feel like a lot of signs, a lot of angel numbers, a lot of things that you've been seeing, hearing, maybe even lyrics in songs, especially things that you hear, okay? So maybe conversations, conversations that you hear from others when you're out or something like that, that resonate with you, know that that's a sign, know that that is your spirit guides, your angels in human form getting a message out to you. Close encounters, your angels are very, very close to you. They're sticking very close. You are never alone throughout this change, you are guided, you are loved, you are protected and you are safe, okay? The artist and the 10 of swords in reverse. This major change is coming to open up a new path for you, a new doorway. Something new, something creative, something exciting, something adventurous. We have the artist here, okay? So some of you could definitely be starting some kind of business or just a hobby that makes you feel really good and yeah, but this major change, this is not the end of the road for you, okay? It is not over. We have the world in reverse and the 10 of swords in reverse, which are two cards that kind of represent completion or fulfillment or something being over. But it's like, it's not over. This is just the beginning here, okay? So let's see what you can do to -- Yeah, there is something right behind you girl. There is something right behind you. The four of cups is about kind of sulking over these three empty cups, not realizing that there's one right here waiting for you if you just turn the corner. So this could be your creativity, this could be a business offer, this could be something like that where you're just so in your own head and your ego is kind of winning right now because you're just allowing it to play games with you. Okay, your thoughts are racing, you feel like the opportunity's over, something like that. It is not over. You are gonna find balance very soon and you're gonna be back on your feet very, very, very soon. It's very close, close encounters. You are being watched, you are being guided. Yeah, a lot of balance. Wow, the two of pentacles and temperance? Girl, you are gonna be adapting to this and you are gonna be doing this seamlessly with ease and grace, very classy energy, period.\n", "----------\n", "062355da-7f43-4eb6-9bcd-19b02c4eef1b\n", "You can't multiply and you can't do division Pipe down, you only won a split decision I'll be coming at you with some Christmas banter\n", "----------\n", "56863c85-7157-4d88-84a7-190e801ab0f9\n", "Craziest thing I saw Tom do was we were literally shooting on the flight deck and he literally had a conversation with us, jumped in his P51, took off into the sunset and literally as if it were planned, he went wing up on cue and you're just like, this guy's the coolest dude in the world. He's just the best. I mean, Tom Cruise is Maverick, but he's as cool off screen as he is on it.\n", "----------\n", "2a802e16-c207-412c-bd0e-2ef758a9aeaf\n", "[music] Hi bestie. Get away, you crusty, dusty dumpy lumpy noob, I've been getting Robux. Transform. Bye. [music] I will get revenge. Mom. What is it, dear? I want 958 trillion [inaudible] Wanna be friends -- Never, you musty, crusty, dusty --\n", "----------\n", "dc566298-f3ee-4a75-954c-d44b05a07622\n", "Can you sit down? I have something I have to tell you. Yeah, what's up? So a few weeks ago when I was out with our friends, we were just hanging out, having fun and I just wasn't really thinking. I had a few drinks and -- Oh God, what did you do? So I've been trying to figure out how to tell you this. Did you arm wrestle a bartender again? No. You peed in the boys' bathroom again, didn't you? Yeah, I did, but that's not what -- Did you throw up in your purse? No. Does it have anything to do with you taking your clothes off? It's worse. No. Yeah. No you didn't. Yeah, I did. Plans? You made us plans? I don't know what I was thinking. When? Tomorrow. It's bowling and dinner, I know, I'm sorry.\n", "----------\n", "94f96def-fe2f-4a5e-b326-652c7e5f6d67\n", "[music] Yeah, I'm in the coupe with a cutter Yeah, sipping on Wock' Yeah, posted with my brother Yeah, he got a mop\n", "----------\n", "453e61ca-17ce-4566-be8b-0ca41fe24863\n", "Can I say it, just once? Only if you wish to suffer. Get over here! [music]\n", "----------\n", "dbbb5147-8306-408a-b789-53fb7376e3b1\n", "I totally see where you're coming from, I disagree. I actually got my first client in two weeks and they were the first brand I reached out to. You don't need experience, you just need proof that you can do the work and that's what I talk about on my page. So if you wanna learn more, follow.\n", "----------\n", "52efd8ba-c4e3-4a1f-bdd7-e0a51081911d\n", "Today's PSA, or take it however you like. How about if you're gonna diss or down somebody for being a felon, don't sleep with a actual felon that's a killer and bring the person in your house with your kids. That's kind of deflecting and calling the kettle black. Just BRB better. Have a blessed day.\n", "----------\n", "205c98f5-2797-4959-90b5-80d7b22d15f5\n", "Attention moms. [music] If you need to save space in your bed, pack or purse, you will love this.\n", "----------\n", "94c429fd-1247-4c5d-aaeb-7297b132b3fc\n", "You ever went to sleep and woke up tired? Right [laughter] , right. I do. I mean, the mind was never quieted. The mind never received true grace. And I ain't trying to sound like no philosopher, no prophet or nothing, but I'm not happy, but I am at peace right now. I'm talking about pure peace.\n", "----------\n", "b4f1adec-7399-41bb-b744-7b67d414069b\n", "It says put your bathing suit area up against the TV screen. Good! Alvin's not the only one who can score with the ladies. Blegh, blegh. As you can see this is a girl by the ages of six or seven who was up late at night watching TV and came across the program \"Adult Swim\". This program named \"Adult Swim\" is mainly aimed towards older audiences, such as 18 and up. That is why it is called \"Adult Swim\". Now this show that she was watching, and this clip was from, was called \"Robo Chicken\" and is on that program. As you can see she probably is startled because a cartoon character by the name of Simon from \"Alvin and the Chipmunks\" is telling her to do absurd things such as show her private parts to the screen. She's acting as if she was violated, which she wasn't. And next time she should stop making Tik Toks and just switch the channel.\n", "----------\n", "81819e21-2749-44d3-8b67-028e9e0a40db\n", "Fucking seducer. I don't mean literally, like you -- If you just try to listen.\n", "----------\n", "8b808af5-0877-4600-804a-040ebd010920\n", "You know what, mommy? I'm a girl. I hope that makes you happy. I just wanna make you --\n", "----------\n", "51406c45-1009-4a1e-9b3c-1bf21e0a00a6\n", "I dreamed about the Forgiato feet, Now they down below. A nigga got so much money on me, I can't count no more. 'Member I was in the project walls, Couldn't even get a --\n", "----------\n", "b2419969-9517-4aca-adca-b1b0dbedf91c\n", "They in the public sales and P.I. Got a bunch of reports this dude Jay May FO Five was cheating. And I didn't really think he was at first until he crafted a boat. I thought he was an idiot for crafting a boat but then he started literally flying with it. I did not know what to think. So I just kept on watching and I saw him run into a new player. The new player was trying to team up with him. And this dude is such a menace that he landed his flying boat and just took out the new player. But then I saw a bunch of mobs around him and I saw mob with an iron sword in his boat. And this bozo literally died to mobs with a hack client on. After that I knew this dude was the worst hacker to ever play. So I wanted to duel him myself. It started off and I got him to one heart already. So I wanted to troll kill him by killing him with my fist. But this dude turned on the aura and killed me. After that I teleported back and saw him wearing my head. So I just took him out and banned him.\n", "----------\n", "1e22c6f1-3591-4147-907f-d04ef4531938\n", "Man, on my own. Hi guys. Hello, rum rum. Everyone seems very nice. [music] We're being intimidating, who knows?\n", "----------\n", "090e1ff8-ec71-4be1-8c5c-2f384e3f5211\n", "Are you currently dating someone? Ah, yes, but they live in another nation. Which nation? My imagination. [music]\n", "----------\n", "41b0b057-8f7b-49d5-bff4-edc8a6bd1e0e\n", "Next up on how would athletes do in body building. As per special request from his sister, we got Raiders wide receiver, Zay Jones. So the first thing that comes to mind whenever I think of this guy is that one play where he literally levitated off the ground when he was getting up. I'ma play that at the end of the video. He definitely has a solid base to start with. I feel like every NFL player just has the genetics to do body building. If you got him on a strict body building diet and training protocol, he'd probably do pretty well in men's physique. He does have a little bit of a wider waist but if he just gets broader shoulders, he'll be able to enhance that V tapered look. But here's the play where he levitated off the ground. Side line it is. Played off the finger tips of Zay Jones.\n", "----------\n", "fe3d413b-9b83-4eab-8f9c-3025b14c0e9d\n", "Bro forgot grass back. Yeah, woke up sipping Wock', yeah. He sipping on fake drop, yeah. This shit around the clock I'm too high, I can't stop it.\n", "----------\n", "7b90741a-93e0-4c4c-8c89-084a336e9e4d\n", "Guys, I'm right here. I thought you went to the bathroom. I did, but the vending machine was on the way. Cayleigh. I swear, I don't allow her to eat processed sugar. Sorry, I'm nervous. You know what getting into play means for me. Don't be so hard on yourself. Well, how about we make sure you don't have to hop onto the stage, okay? I believe your tendonitis is firing up. I'll give her some prescriptions like Profen and we'll do the x-ray just to be safe, okay? Hi, I'm Dr. Calhan. Everything good here? Yeah, I was just letting Cayleigh know that I think your tendonitis is coming back. Dance this way is putting pressure on the joints. We're working on her diet and trying to work out. Excuse me? Ready for the x-rays. Okay, thank you. After you. That is a cute dress. Thank you. [laughter] Hold on it counts. [laughter]\n", "----------\n", "9f353419-c68c-4f73-a0eb-c39908f5abb0\n", "'Cause my insides are red, And yours are too. And the red on my face Is matching you. And goodness you're bleeding What a wonderful feeling You're down and you're pleading My head is just reeling The Red means I --\n", "----------\n", "6f2bc8ae-3839-4751-bb50-0f04aa0328a4\n", "[music] I change the thongs two times a day It's Niagara Fall in this pussy all day, yum Pussy so good I'm on a trip to The Bay Soon as he put it in, that nigga callin' me bae I'm like, \"Papi, wanna see a trick that's worth it?\" Juggle them balls in my mouth, deep throat circus Drop something, pick it up slow on purpose Watch me bend over, come daddy --\n", "----------\n", "ec2d6e28-caf1-4cd8-a28a-35c46442f8ee\n", "I'm just tryna get you out the friend zone 'Cause you look even better than the photos.\n", "----------\n", "dac122ab-91a8-490b-b95c-ccc43a9b68cb\n", "Burned food just doesn't taste the same without Amy. Knuckles, you're eating a napkin. Yeah, I knew that.\n", "----------\n", "844ce384-cbbb-4b6e-8a95-98eb51b6d385\n", "Hi, I'm Johnny Knoxville. Welcome to Jackass.\n", "----------\n", "9e62d7cf-2b87-4ac6-804b-8f13f62a145a\n", "Gravy make it splash like Pippen Shit that's nothin' Splash Everybody call me Big Pimpin' No, I ain't bluffin'\n", "----------\n", "a6acc45c-a35f-4941-b53b-b06c0f42bd5d\n", "Wow, that's a lot of words. Too bad I'm not reading them.\n", "----------\n", "69b599e8-e0cf-45ac-9609-8b892edb8fb0\n", "Girl, don't do it. It's not worth it. I already did it. I already did it.\n", "----------\n", "3a52dffe-9aa3-4537-9d7b-20e140fbe7dc\n", "Seen it count money in my dreams. Uh, ooh, open it up. Uh, ooh, open it up. Uh, ooh, Kriss Kross jump. Uh, ooh, with a bale in the trunk. Uh, ooh, shells in the pump. Uh, ooh, shells in the pump. Uh, ooh, Kriss Kross jump. Uh, ooh, with a bale in the trunk. One,\n", "----------\n", "0946b25e-b386-455a-8937-7f3e42aa726f\n", "Rumor has it you like satisfying course. Sweet piece soap. Midnight come and we wanna go home.\n", "----------\n", "f3f57104-ee59-4bac-831a-c6571b8ae163\n", "All right. Today is the day I'm harvesting the Tigger melon. I cannot wait to try this. And -- Oh, it literally just came right off the vine. I'm so glad I waited. Oh, it's so cute. It smells amazing. I am gonna go pop it in the fridge though for a few hours and let it chill before I cut into it. All right, it's been in the fridge for a few hours, so, let's see. All right. This is what it looks like. And now I just gotta see what it tastes like. To be honest, I wasn't expecting the flesh to be so white. Scoop the seeds out of this half of the melon. That's from only half. That's so many seeds. All right, time to taste it. It's super good. It's not the sweetest smell I've ever had, which is fine. It doesn't have to be super sweet for me to like it. It tastes very similar to a honeydew melon, but it's kind of like softer. It's really good though. I, um. I will probably grow this again.\n", "----------\n", "11b6ea48-9c5c-41cd-b007-0a44805eb3d0\n", "I want, listen, look at me. I want to be chill. But God has other plans for me. Okay?\n", "----------\n", "c7d888a7-f88e-4a0c-a176-4dc909f36c52\n", "Listen, Linda, listen. I didn't come over here to take care of your children. All right. I ain't trying to change no diapers.\n", "----------\n", "61ae60d8-bae8-470e-8543-0a99cb5d12b8\n", "I can't believe that it's finally me and you and you and me. Just us and your friend, Steve. Do, do, do, do, do, do, do, Steve. Do, do, do, do, do, do, do,\n", "----------\n", "6b40e955-1bcf-4f78-8dfd-f76217da6d00\n", "Naw, we got fans out Atlanta Come on, hit it one time. Ayy, Bree, she callin' my line Ayy, Lay, you is my slime Come on, we get caught for a dime. Come on. Shamone. Come on.\n", "----------\n", "d338e39d-ef74-4294-9dbf-51fa9503c7f4\n", "Doing it Sinatra style. I'ma pick you up in a Cadillac, like a gentleman bringing glamor back. Keep it real to real in the way I feel. I could walk you down the aisle. I wanna thrill you like Michael. I wanna kiss you like Prince.\n", "----------\n", "d5bec558-338e-4c86-ae25-d325c71ae686\n", "See. One, here's another one. Bye-bye. [laughter]\n", "----------\n", "de691280-5147-4b1a-8657-02131b8aed8c\n", "He was a hero for people. And he was my hero too. Right now, If the tide takes California I need you safe. I'm so glad I got to hold ya. You came into my life for the first time And if the sky falls in a long time From heaven above Oh I know I had the best start Falling into love.\n", "----------\n", "a1d63f75-e9b2-4835-a64b-6680487fd655\n", "Everyone underestimates me. But then they turn their back and I'm like, boo! [laughter] [music]\n", "----------\n", "63aee3b0-eefe-46c7-a721-90828a3a03c8\n", "Have you ever noticed that people who don't tolerate lies, disrespect or bullshit, are always labeled as difficult, crazy, toxic, and bitter. Funny that, huh?\n", "----------\n", "47386506-90b9-42c8-8467-e02a6696a07b\n", "Can I have a chocolate milk with my snack today, please? [laughter] Honey, the chocolate milk is the snack. [laughter]\n", "----------\n", "19657b4d-0e62-4c10-b888-84c442118425\n", "Hey, listen with a tsunami band. Make you love me. Yeah, Two trailer park girls go round the outside Round the outside.\n", "----------\n", "4766aaa1-ad37-4876-a4d9-0651851d4761\n", "The key to life is running and reading. All right, now why running? When you're running and you're out there and you're running there's a little person that talks to you and that little person says, \"Oh, I'm tired. \"My lungs about to pop. \"I'm so hurt. \"I'm so tired, there's no way I could possibly continue\". And you wanna quit, right? That person, if you learn how to defeat that person when you're running, you will learn how to not quit when things get hard in your life. Running. All right, that's the first key to life. The second key to life is reading. All right. The reason that reading is so important. There have been millions and billions and billions and gazillions of people that have lived before all of us. There's no new problem you could have, with your parents, with school, with a bully, with anything. There's no problem you can have, that someone hasn't already solved and wrote about it in a book. So the keys to life are running and reading\n", "----------\n", "bc5e772c-d66e-421a-84f0-b17312fff56f\n", "Threw your bitch in a taxi. Taxi. Wanna get drunk and nasty? Nasty. Wanna get drunk and nasty? Wanna get drunk and nasty?\n", "----------\n", "e79c806f-5b9f-48d1-9994-ab87084500fa\n", "It's time for another giveaway. More specifically my succulent dragon. To celebrate my succulent dragon coming onto my shop, I am going to be giving away a green succulent dragon on TikTok and a pink succulent dragon over on my Instagram. So if you want to bring this baby home for free before it even comes onto my shop, like this post, comment, and also make sure you're following. Now, if you want an extra entry, I'm adding something new. So to add two entries, you can either duet or stitch this video. You don't have to, to enter, but if you want a better chance, I recommend it. The giveaway ends on May 21st and I'm honestly just really excited to be able to share these with you again. I want to be giving you guys gifts and free things because I know my price point is a little high but I think everyone deserves a chance to get something they love. So good luck.\n", "----------\n", "87a92eaa-cfe1-48b7-8699-47d449fd4447\n", "Who wants a free pair of boots like these? There's three things you gotta do to potentially win yourself a pair of boots like that. You gotta follow me. Follow Rock Rooster, which I will put down on comments here and comment on this TikTok. Good luck.\n", "----------\n", "bbb3db92-a13e-4f8a-9ded-724bf34f6637\n", "Always choose you. Let's go.\n", "----------\n", "0cb21ed3-4d8d-4049-842e-c577733a8004\n", "I think there's a lot of people that are dealing with a lot of trauma from like their past relationships they've been in and they're judging what can be by what has been. And I think that's dangerous. 'Cause like when you dwell on the past relationships, it'll keep you from walking into new ones. Yeah, and like we said, like that's dangerous, 'cause you need these new relationship, these new environments to walk into the new things that God has for you. So if that's you out there, just make sure, you can't be judging what it can be by what has been, in your future by your past.\n", "----------\n", "32363c75-7b12-4cfa-830e-e36018ecd02b\n", "Today I will be reviewing the Cherry Kums. To the average person, these may look like a cute plushy, but these are in fact a rare treasure to a niche group community on the internet. Like you might be thinking, okay, like the most expensive $50, no hundreds, thousands. No, the most amount I've gotten for these is like 300. But I'm not planning on selling it anytime soon. This is what the tag looks like. And if you don't know, they have magnets to attach them. See, so like. Don't laugh at me. You can't remove the costumes though, sadly. Here's one way I display them next to the deer. But I also like to hang them here on this shelf 'cause they're just so beautiful.\n", "----------\n", "ef18e3dc-75b9-43cf-8104-466a3faf8748\n", "Banja not to this barely with his toys. Look at him. He loves to play with his toys. Have a wonderful day. We'll see at the restaurant. Chow, chow. [music]\n", "----------\n", "1f843ae6-a1b8-4f04-b3f9-5d46a7c6ad96\n", "Pay the Fiver editor $20. Open window. Think I got scammed. [music] [music] Hello Bozo. Who's your daddy? [music]\n", "----------\n", "cff0bdff-b942-4f40-86a5-b91f30969ff6\n", "This is for people who have brown or black eyes. Use this filter and then zoom into your eyes.\n", "----------\n", "ce59f720-7a87-4ab5-928c-23e1f2d00b96\n", "I don't have have a normal pet. The one have is weird. But luckily they also cute.\n", "----------\n", "e0be3e74-0469-44a8-bae3-86653933aa86\n", "[foreign_language] Today's our comedy show and it's completely sold out. [foreign_language] So all her family's going, right. But [foreign_language] And then, like, they were like put her on the list. [foreign_language] She paid right, but then she was like, plus one. So Damos like plus one. [foreign_language] She already took her man out of jail so he's gonna be there too. So I bet we might have a show like a boxing match or a comedy show. I'm not sure. Stay tuned [foreign_language] . This is the comedy show. I'll go live today later with the prima.\n", "----------\n", "9e23a1ad-7be1-4898-827a-3f3a9d41a6bd\n", "I don't like chocolate milk. Oh, that's a sin. You don't like chocolate milk? Are you serious? Oh my goodness. Oh my God. That's what I grew up on, chocolate milk and peanut butter. And ice cream. Oh no, forget it. Ice cream.\n", "----------\n", "9608528d-a3c8-4b5e-b9c5-3d389c213a30\n", "Hide the money, y'all. There's poor people around. [laughter] With your broke ass.\n", "----------\n", "c96e5293-e5de-44c6-9fc7-b35b9b7fa086\n", "With umbrellas. 2018 and that Porsche is Carrera. Goyard pouch, yeah. Racks in the quarter ounce, yeah. Two accounts. Yeah. Large amounts. Ooh.\n", "----------\n", "b3d755bc-8d88-4bea-b80d-5de5fddfe3c7\n", "Birthday freebies, Canadian addition. I'ma do what I like. I'ma eat what I like. Free doughnut from Tim Hortons I'ma kiss who I like. It's my birthday I'ma do what I like Free chocolate chip cookies from Kelsey's. I'ma wear what I like. 25% off at Aries. I'ma party tonight. 25% off at H&M. Goddamn, it's my birthday Everybody love me. Free candy apple from Rocky Mountain. Look at me, give me money. Damn, it's my birthday. Everybody love me Free desserts from Boston.\n", "----------\n", "260a4a25-1581-4fa5-8d0f-d9dd1a562ed1\n", "Someone said that you're weird. Why did they say that? I don't know why they said that. But they said it. Like I freakin' give a shit. [laughter]\n", "----------\n", "7fa9cfd9-2d73-4a88-8371-cfc862197b58\n", "Morning, you know, if somebody were to come to me and ask me, \"Greg, if you could meet anybody in the world, who would you like to meet?\" I would say this. I would like to meet the person who told you that you're not good enough, the person that told you, you're not pretty enough, the person that told you, you're not smart enough, the person who told you, you'll never be enough. That's who I'd like to meet. I'd like to sit down with them and remind them of just how beautiful you are, just how perfect you are, that you were created in the image of God, and that you are good enough, that you are beautiful, that you're all things good, and that you are loved. That's who I'd like to meet.\n", "----------\n", "8591c360-dbd6-4d01-968b-59e04c784293\n", "Here they are face to face, ladies and gentleman, the main event fighters. The Kane versus Special K.\n", "----------\n", "6bcd1fff-39d1-476e-8ec0-3945c36ea591\n", "Blending your blush up to your under eye area. Okay, I really wanna try this and also we're using r.e.m. beauty, so I'm scared. Okay, dot of this and then dot of this. Blend, blend, blend. Wait, this side looks so much better! Boom, boom! And we're blending again. Why am I obsessed with this?\n", "----------\n", "7bdf9822-5af0-4e7d-8683-adfb6e18e7c2\n", "Hi, guys, I'm obsessed with this two-ingredients Kinder Bueno ice cream. Smash your Kinder Buenos, add to a glass, pour your double cream in, then put your lolly stick in. Freeze overnight, dip into melted chocolate, then freeze for 15 minutes and that's it. Follow me right now for more recipes.\n", "----------\n", "62ec5ca7-110c-46ed-82d1-a886449eb412\n", "Check out what this guy made through a video game. So what I want you to do is rate how well he did in the comment section from one through 10. One being the worst and 10 being the best. If this is the best thing you see today, I want you to share this video with a friend.\n", "----------\n", "68873e0d-3756-4973-8cf3-6abee3765056\n", "[music] Two birds on a wire One says Needs to get help. Let me understand No, I hate it. It's humiliating.\n", "----------\n", "1a09fe8c-9654-481a-8efe-ae99b9f3f6a9\n", "Use straight spit to wet the coochie down Okay, I want you on your back, turn the coochie round Damn, her coochie loud\n", "----------\n", "b427e32d-d34f-4d00-9cee-1019892db49e\n", "No tantrums, girl, no tantrums I'm in the Shangri-La with a hand ting Drug dealers, and killers, and the mandem Wanna make you smile, take you out\n", "----------\n", "7529f0ec-eb4c-4887-a789-e16b50be761f\n", "Your birthday. Can we, get, put your keys down. Why you got? Put your keys down right now. My birthday's September 18th. Well, I know when your birthday is, but I was saying, I was saying, uh, it's your birthday so we can do whatever you wanna do. Were you throwing shade? No, no. 'Cause you said Bahamas or Bora Bora. So I was saying whatever one you like. 'Cause you and, um, Rocky both have to either update your passports or get 'em. I don't have a passport. You need to get one. We'll do that when I get back. You dropped this. [laughter] What is that? You need . Maybe I'll go back in there and you can squeeze it, clamp it shut. Will it do that? No, 'cause it ripped. [laughter] Cut the end off and see if you can unclamp it, and then clamp it shut. All right, I got it. Watch this. So one son of a new key chain [laughter] . All right, ready? Oh, this thing does not even charge fast. It's not a fast charger, no. Hold on. All set. What are the keys for? Um, they're for the house. Hey, when y'all leave for Vegas, I don't want you guys taking the keys. No, we're not, we're not. We're gonna hide 'em. No, no. I'll send you a picture. No, don't hide them. Put 'em in the door lock. No one knows the passcode, besides us. Yeah. Yeah. I can do that. Right That's what it's for, right? Wow. All right, you wanna go live with other people? Do your little speed dating? Mm. I mean, if you want me to let you go, I will. No, not that. I just know that you come on TikTok to do that. Well I only got 20 minutes until my birthday, so. Oh, cool. We should bring you to the birthday 'cause he doesn't want to, Damn, I'm gonna call you all at 12. I'm, I can't, I'm on live. Do you wanna go with other people? No, 'cause I'm one-on-one with some I, he was the coolest guy.\n", "----------\n", "f2a32e16-554a-4190-af2b-484e0818207a\n", "I done been block to block in Crocs and socks Bounce in the whip, cock the Glock, then drop the top It's gonna be a long day if you watch the clock You can either put your hands down, or box the chop\n", "----------\n", "bb8fc1b5-bcd3-41ad-a7be-6e857ccdfbd3\n", "This is the best part about wearing a face mask. Is it just me?\n", "----------\n", "a5f2d509-62ef-40c3-852a-0f4b72731c5a\n", "There is only one sound in this entire world that will forever separate the old generation from the new one. For when the new generation hears it, they'll have no idea what we're talking about, but when the old generation hears it, ha ha, we cringe. For we know the struggle we had to endure that the new generation will never have to. So here is the one sound that will forever separate our generations. [music]\n", "----------\n", "b4fb1c86-5b83-49cc-9a1e-39d88aa3c4ef\n", "Okay, everyone in the car, we're going to Martha's Vineyard. Do I have to wear this on the ferry? Yes, you do. What about Peter? Why, why doesn't he have to wear this crap? Peter's in his crate. I'm actually relieved. The ferry would be overstimulating.\n", "----------\n", "f1ba6813-fdd7-4014-bf01-1f4ac0775c4f\n", "Looking for my Sora directions? You can find 'em on my website. noshhinghere.blogspot.com. And there they are right at the top. You can download a PDF or an image.\n", "----------\n", "180d6b16-4a9f-4284-bf2a-39d512905e4b\n", "What's the dumbest thing you believed as a kid? My parents used to seem really old to me. So much so I believed they grew up like cave people as children. Wearing giant leaves for clothes and whatnot. That if it was raining where I was, it was raining everywhere in the world. My dad told me he had hearing loss and couldn't hear me if I whined because my pitch would get too high. Would completely ignore me until I asked him questions in a normal voice. Trusted him implicitly until I was 12 and he yelled at my younger brother for whining. That every single thing that grows on trees, including leaves is edible and healthy. I'm ashamed to say how much stuff I ate when I was young. Don't drink and drive meant all drinks. My dad was super confused when I told him he wasn't allowed to have any soda until we got home. That they took everything off the shelves when the supermarket closed. The sun gives you sunburns, therefore, moonlight should heal them. My oldest sisters were in medical school when I was eight and they told me that wearing socks to bed was bad for your eyes. They were basically doctors to me. So I believed this until I was 20. That teachers slept at school. You make French toast by putting bread in boiling syrup. My brother told me if he pointed the TV remote at me and hit a button, I'd get cancer.\n", "----------\n", "7e0ac6c6-b447-4f23-a4a5-294a02be94b7\n", "Hey, Spiderman. I need your help. Baby back Hey cover up\n", "----------\n", "b384b43c-60cf-4537-b86f-2a8012809d8e\n", "And you mean to tell me you don't wanna hit this? You don't wanna hit this? You don't wanna hit this? You don't wanna hit this? I can get dick anytime I want I can get dick anytime I want I can get dick anytime I want I can get dick anytime I want.\n", "----------\n", "b1a3eb9d-7dfd-4715-8523-f21e6d915ee5\n", "[music] [music] She's more than just a pretty face In a late night bar More than just a pair of tight jeans Sitting in your car She's more than a last call kiss Or a one night stand Remember, boy, you weren't the first to hold her hand She's somebody's daughter She's somebody's everything She's somebody's little girl Even if she's grown up and moved away She's somebody's whole world She's somebody's baby And if you don't treat her right Hers won't be the only heart you're breaking\n", "----------\n", "238a60ea-3162-4c81-9ef5-af0e6ef93c8e\n", "Making superpowers useless, part five. I can tie a shoe laces in less than 17 seconds, but you can't purchase any shoes. I'm immune to your side effects, but unfortunately you don't get any superpowers either. Infinite money that is only mine, but everything in the world becomes free, making money useless. I can summon an army of rice, but the rice army is in control by a random gecko in Madagascar. Follow for more.\n", "----------\n", "53dde3d1-9836-4158-baff-c81a058692c7\n", "Guys, oh my gosh. I think I manifested something. Any guesses?\n", "----------\n", "b4ef1cba-124f-437f-9f99-93e08c4a6feb\n", "You draw a lot, but can you put your art in a head turn? I've always liked to play with fire Oh yeah, oh yeah, oh yeah\n", "----------\n", "74d3d4d5-1e1b-403b-b1d0-690874ff3e79\n", "Alcohol is cool, but have you ever had someone care about you? Me neither, pass the bottle.\n", "----------\n", "2a272c08-2e32-4a4b-84ad-ca63f1c286ef\n", "Hi guys, come spend your Sunday with me. We start it like we always do with a nice cup of coffee. This time we enjoyed it in the hot tub, which was a nice little treat. Then we took the dog for a walk in the neighborhood and went to one of our favorite bakeries. It is all vegan and dairy free, which is perfect for my husband and I. We had our eyes on some cinnamon buns and picked out two to bring home and enjoy. They were super delicious. Then I cleaned the whole house. I hate cleaning. It is one of my least favorite things, but I love having a clean house. Then I wouldn't be a small business owner without spending a couple of hours at the office, just getting some work done. And then we made this beautiful mussel pasta for dinner, watched some episodes of the \"Bake Off.\"\n", "----------\n", "40c6ba5c-f74a-418d-a7ef-1b6e20a0eb0e\n", "Three hundred fifteen\n", "----------\n", "d25f48da-f1c4-4393-ac5a-b2c8d2a9b163\n", "I got one girl from Philly, I think her name Nicki And I fuck with Nicki 'cause she not too picky And she not too choosy Whoa, save those dance moves for prom, when you go to prom with me. Will you go to prom with me, please?\n", "----------\n", "3ebfb738-8ee2-4013-a65e-37e18a05f0f3\n", "First, look at all of these. [music] Hitting stores, confirm to be a Target exclusive. Most of these released. [music]\n", "----------\n", "178e634d-ca88-42b1-b787-7ec2dec5651b\n", "With me in the process of trying to lower my body fat percentage. I've added more cardio to my workout split. And when I tell you this left me with sweat dripping through every piece of clothing I walked into the gym. It did. All right, so I started out with 20 minutes on the stair stepper and it had me absolutely dying. And this is, there's gonna be a weird voiceover, but. Okay, then I did 12-3-30 on the treadmill and I did this for 10 minutes. At 10 minutes, it left me at about half a mile. And as you can see, you're about to see right here. I am completely drenched in sweat at this point, like, leggings completely wet. And if you think we're done, we're not. I also went to the bike and I did two miles on the bike. And this like, was a really good way to end it. It wasn't very tiring, it was more like the, I don't know how to explain it, but this is what I'm looking like. And I'm gonna keep y'all updated and I put the workout if you wanna screenshot it.\n", "----------\n", "10a88d43-e865-4f30-95a7-060387d5836d\n", "Okay. It's looking good, but I just need to fix that one thing. What layer is it on? This just feels so good\n", "----------\n", "04636284-1299-4da3-b7fd-3395b1391c42\n", "I want my daddy. I want my daddy. Did you hear that Prince? Mm hmm What happened? I don' know.\n", "----------\n", "9f91adf9-e68c-4a56-8400-388d4ff58a1f\n", "That one time at my dance concert, when the little ballet girls fought over their basket, but ended in the best way possible. [music] [laughter] Oh no. She started crying, but hold on, she gets her revenge. Just wait. My favorite. [laughter]\n", "----------\n", "5dc8d802-bcb9-4493-8396-378dcaa38ca5\n", "Rating war zone TikTokers Wit' an emo chick that's broken This that college dropout music Every day leg day\n", "----------\n", "e8593c57-81c3-4815-b105-d6f8789077fe\n", "Straight outta Belfast and we're bringing the boys I got Luke on the beat and we're ringing the noise In the North, west, south and east I've reds, blues, orange, and greens And the Woodvale Old Park GCB S screaming skulls\n", "----------\n", "9393b718-eddf-435f-bd21-f2e388ca7f60\n", "Trends that are actually cheugy from Let's do something mildly controversial and try and prove this wrong. So first up, skinny jeans. Okay, we're gonna start with easy one. Okay. So this is what I came up with, I added some chunky boots and then I have on a roseo shirt, a little oversized and then I also added these chunky rings. So let me know what you guys think.\n", "----------\n", "e2c143a0-0297-4253-a307-09a5ca501cda\n", "Chestnut praline, white hot chocolate. All right. So what you're gonna ask for, for this drink is, Hi, can I get a tall, white hot chocolate with two pumps chestnut praline, whipped cream, and cinnamon powder on top. That's it.\n", "----------\n", "93087645-3dae-46ca-a11e-4d84e83d8f54\n", "[music] Driving and I'm speeding and I'm vigorously masturbating Swerving and I'm screaming and I violently cum I cum Driving and I'm speeding and I'm vigorously masturbating Cum on the wheel and then I cum on the dash and then I cum on the floor and then I'm done. Then I'm done Then I shit on the seats, Slash open the tires, break all the glass Then forget where I am, take off the plates Bust out the lights, jump on the roof. And then I break into your house at night and walk into your kitchen. And I'm cooking and I'm cleaning And I'm vigorously masturbating, Washing and I'm drying and I violently cum I cum Stirring and I'm frying and I'm vigorously masturbating Cum in the pot and then I cum in the pan And then I cum in a glass and then I'm done Then I'm done Then I smash all your plates, bend all your forks Turn on your stove, then I light a small fire Go in your fridge\n", "----------\n", "dc541c16-cbf1-4f6e-b958-eda92299427d\n", "You got into Harvard law? What, like it's hard?\n", "----------\n", "b48310d0-205a-4f0b-b346-f4ba286a9ff8\n", "If your comment says liked by creator, we want to send you a free hoodie. Must be following and do what the sound says. I have to get your best interest\n", "----------\n", "3469ce9e-acf5-4d73-9bd3-79473157dcd8\n", "With a teacher that wronged you and you're still mad about it. Well, back in the fifth grade, I was a problem child for my fifth grade teacher. And I was too talkative and too friendly with other students. So every week she would switch me out with a different student on the seating chart, because she was hoping that she will pair me up with someone that I would not be able to make friends with. And she was successful because one week she paired me up with a girl, we'll call her Remi, who I hated. And she hated me back. And I kind of felt bad for her because like, if we both hate each other, it's just a punishment for both of us. Even though she was a good student. She was too much of a goodie goodie and constantly got people in trouble even though they did nothing wrong. And the teacher always took her side and I hated that. So obviously there wasn't gonna be much talking because I didn't wanna get in trouble. But one lesson I wasn't paying attention and was drawing and using an eraser and whatever. And apparently me drawing was too distracting for her, so she raised her hand and tattled on me. She said that Aleah's not paying attention in class, instead she's drawing and cutting up erasers. Was I drawing during class? Yes. But the main point was the cutting up erasers part.\n", "----------\n", "df86af57-8f01-4693-8ff0-62b14210718e\n", "I met her at Salata Bought lil' baby Prada, she popped it for the dollar Don't stick around, you should save yourself Save yourself But you can hit my phone\n", "----------\n", "122cc43b-fd93-4f92-b50c-5de06d9b22ee\n", "Normally the top school in the country is usually Harvard, Stanford, MIT. It's like those three schools and Forbes came out and said, we like Berkeley, which, you know, that's obviously their opinion. [laughter] I don't think Berkeley's number one. But, but, and then their rationale, I'll explain, is that it is, 'cause it's a public school. That, you know, at the cost of that school, it's providing you a world class education, living in a major city, diversity. Obviously, technology is a big part of their kind of curriculum for those that wanna pursue that. And so I get all the reason, good sports program, according to Forbes, which I was like Yeah, good sports program. What have they won? Yeah, they're, the endings with Stan Rogers.\n", "----------\n", "5efd23ac-debf-47db-b3af-a628e93ffea8\n", "I guarantee that we'll have tough times. And I guarantee that at some point, one or both of us will wanna get out. But I also guarantee that if I don't ask you to be mine, I'll regret it for the rest of my life because I know in my heart, you're the only one for me.\n", "----------\n", "2cd4169f-6079-4f47-b384-6f3e82dfd35e\n", "An impossible whopper 'cause it should be impossible to look this good. [laughter] When is it my turn to be happy?\n", "----------\n", "c0c7bfd8-3628-4ee3-9118-b3882c71513c\n", "When they say, niggas ain't shit, 'cause Said that's not cheating if I wasn't with your ass, yo\n", "----------\n", "6a41e9ce-1365-41e5-b765-d4857c5adfa2\n", "College tip 471. If you're going to the same college as your significant other and you want to stay together, do not hang out 24/7, do not live together, and do not get involved in all the same clubs, activities and organizations. Have two different lives, independent of each other, doing things that you love to do. Then you can get together, then you can hang out. Then you'll have things to talk about. When you're together all the time, doing all the same things, it can get boring. You can get tired of each other. And plus if you end up breaking up, it's miserable because you always see your ex.\n", "----------\n", "cb7bef7f-4a50-479f-bd05-cfa9fd615bbb\n", "Is this imported, A-five wagyu steak cooked to perfection or is it moo moo mooing? Let me know.\n", "----------\n", "e76155b5-2379-4430-812a-82cb52109dd8\n", "Why do you always have so much going on in front of you? Because every time I think I take ten damage and every thought I have makes me wanna die.\n", "----------\n", "37eb2c2a-4099-47d0-bd0c-b9381348307e\n", "For my plans Nike don't pay me to tell you, \"Just do it\" They pay me to show you I do it again I can't be pale in my casket Make sure I die with a tan, It's part of the brand I know that it came with a slide from left to right But now\n", "----------\n", "5fae276e-966d-48e8-8774-04acc9e0d784\n", "All right, It's about damn time In a minute I'ma need a Sentimental man or woman to pump me up Feeling fussy, walkin' in my Balenci-ussy's Tryna bring out the fabulous 'Cause I give a fuck way too much I'ma need like two shots in my cup One to get up\n", "----------\n", "bdec2613-6370-4cd9-92e9-34da21ad5d20\n", "Compress your irons. Try this simple drill to get forward shaft lean and compress your iron shots. Perfect impact.\n", "----------\n", "be2f5f68-f59e-4103-9d3e-0dd931091274\n", "Would you be friends with me? \"Do not enter\" it's written on the doorway\n", "----------\n" ] } ], "source": [ "for m in segment_transcripts:\n", " print(m[\"uid\"])\n", " print(m[\"transcript\"].text)\n", " print(\"-\"*10)" ] }, { "cell_type": "code", "execution_count": 183, "id": "90178e26", "metadata": {}, "outputs": [], "source": [ "# save as json\n", "import copy\n", "l = []\n", "for m in segment_transcripts:\n", " e = copy.deepcopy(m)\n", " e[\"transcript\"] = e[\"transcript\"].as_dict()\n", " l.append(e)\n", "with open(os.path.join(BASE_DIR, \"parsed_transcripts.json\"), \"w\") as f:\n", " json.dump(l, f)" ] }, { "cell_type": "code", "execution_count": null, "id": "fdd8a85f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "2cb9351c", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b51b22c8", "metadata": {}, "source": [ "## (optional) TODO: use genius to fixup and mark speaker as 'background'" ] }, { "cell_type": "code", "execution_count": null, "id": "8f35ef52", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c34c0db7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "9937474e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "2624f95e", "metadata": {}, "source": [ "## prepare pipeline" ] }, { "cell_type": "code", "execution_count": 184, "id": "9433c48a", "metadata": {}, "outputs": [], "source": [ "# map segment id to rev submission id\n", "with open(os.path.join(TO_REV_DIR, f\"audio_rev_metas.json\")) as f:\n", " audio_rev_metas = json.load(f)\n", "segment_to_rev_id = {}\n", "for m in audio_rev_metas:\n", " rev_id = m[\"uid\"]\n", " for mm in m[\"segments_meta\"]:\n", " if mm[\"type\"] != \"speech\":\n", " continue\n", " segment_to_rev_id[mm[\"orginial_audio_uid\"]] = rev_id" ] }, { "cell_type": "code", "execution_count": 185, "id": "a29859c9", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(BASE_DIR, \"parsed_transcripts.json\")) as f:\n", " segment_transcripts = json.load(f)" ] }, { "cell_type": "code", "execution_count": 186, "id": "020e71bb", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 250/250 [00:00<00:00, 93082.65it/s]\n" ] } ], "source": [ "manifest = []\n", "for m in tqdm.tqdm(segment_transcripts):\n", " segment_filepath = os.path.join(AUDIO_DIR, m[\"uid\"] + \".mp3\") \n", " new_segment_filepath = os.path.join(SEGMENTS_DIR, \"{}.wav\".format(m[\"uid\"]))\n", " if not os.path.exists(new_segment_filepath):\n", " audio = Audio.from_file(segment_filepath, sample_rate=16_000, byte_width=2)\n", " audio.to_wav(new_segment_filepath)\n", " manifest.append({\n", " \"id\": m[\"uid\"],\n", " \"uri\": new_segment_filepath,\n", " \"duration_s\": m[\"duration_s\"],\n", " \"transcript\": {\"tokens\": m[\"transcript\"]},\n", " \"ignore_segment\": False,\n", " \"ignore_reason\": \"\",\n", " \"source_audio_offset_s\": 0,\n", " \"source_audio_uri\": segment_filepath,\n", " \"source_audio_id\": m[\"uid\"],\n", " \"source_transcript_id\": segment_to_rev_id[m[\"uid\"]],\n", " \"source_transcript_uri\": os.path.join(FROM_REV_DIR, segment_to_rev_id[m[\"uid\"]] + \".srt\"),\n", " })" ] }, { "cell_type": "code", "execution_count": 187, "id": "cee8873a", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(ARTIFACTS_DIR, \"01_segment_meta.json\"), \"w\") as f:\n", " json.dump(manifest, f)" ] }, { "cell_type": "code", "execution_count": null, "id": "3810b78a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6cf2b71d", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "651e980e", "metadata": {}, "source": [ "## QA" ] }, { "cell_type": "code", "execution_count": 188, "id": "a8dae9e1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.7 hours\n" ] } ], "source": [ "with open(os.path.join(ARTIFACTS_DIR, \"01_segment_meta.json\")) as f:\n", " segments_manifest = json.load(f)\n", "print(round(np.sum([e[\"duration_s\"] for e in segments_manifest]) / 60 / 60, 1), \"hours\")" ] }, { "cell_type": "code", "execution_count": 189, "id": "6a5f0e8c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "db74b975-1bbb-419b-b68c-0482c61aa722\n", "[music] How we feeling out there tonight? yeahh I am not feeling good.\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "8b808af5-0877-4600-804a-040ebd010920\n", "You know what, mommy? I'm a girl. I hope that makes you happy. I just wanna make you --\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "e76155b5-2379-4430-812a-82cb52109dd8\n", "Why do you always have so much going on in front of you? Because every time I think I take ten damage and every thought I have makes me wanna die.\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "87a92eaa-cfe1-48b7-8699-47d449fd4447\n", "Who wants a free pair of boots like these? There's three things you gotta do to potentially win yourself a pair of boots like that. You gotta follow me. Follow Rock Rooster, which I will put down on comments here and comment on this TikTok. Good luck.\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "cce39aaa-9877-4f55-8a0d-6bb8b8d353fc\n", "Back in the sixth grade. I got the bad grades. I was in love with my tutor. See music we lose you trapping man.\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n" ] } ], "source": [ "import random\n", "# random ones\n", "# l = [e for e in segments_manifest if len(e[\"transcript\"][\"tokens\"]) == 0]\n", "l = segments_manifest[:]\n", "random.shuffle(l)\n", "for e in l[:5]:\n", " print(e[\"id\"])\n", " print(Tokens.from_dict(e[\"transcript\"][\"tokens\"]).text)\n", " Audio.from_file(e[\"uri\"]).play()\n", " print(\"-\"*10)" ] }, { "cell_type": "code", "execution_count": null, "id": "33e34ad9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "2c7eff44", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "64fe98cc", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "7b8ddb47", "metadata": {}, "source": [ "## run pipeline" ] }, { "cell_type": "code", "execution_count": 204, "id": "1e319351", "metadata": {}, "outputs": [], "source": [ "# !mv /mnt/data-ssd-1/data/private/customer/speechly/2022-08-19_tiktok_250/pipeline/2022_08_19/artifacts/01_segment_meta.json /tmp/01_segment_meta.json\n", "# !rm -rf /mnt/data-ssd-1/data/private/customer/speechly/2022-08-19_tiktok_250/pipeline/2022_08_19/artifacts/*\n", "# !mv /tmp/01_segment_meta.json /mnt/data-ssd-1/data/private/customer/speechly/2022-08-19_tiktok_250/pipeline/2022_08_19/artifacts/" ] }, { "cell_type": "code", "execution_count": null, "id": "7fcf3139", "metadata": {}, "outputs": [], "source": [ "# CUDA_VISIBLE_DEVICES=0 python /home/georg/notebooks/customers/speechly/run_modified_pipeline.py" ] }, { "cell_type": "code", "execution_count": null, "id": "54166721", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "fb1aec05", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "cfa1946d", "metadata": {}, "source": [ "## look at results" ] }, { "cell_type": "code", "execution_count": 79, "id": "30275498", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.7 hours\n" ] } ], "source": [ "with open(os.path.join(ARTIFACTS_DIR, \"02_segment_meta_post_norm_and_asr.json\")) as f:\n", " segments_manifest = json.load(f)\n", "print(round(np.sum([e[\"duration_s\"] for e in segments_manifest]) / 60 / 60, 1), \"hours\")" ] }, { "cell_type": "code", "execution_count": 80, "id": "34165d5a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "full: Go. I can't! Okay. It is. It's so easy, right? Yup. Okay. Gotta make sure that's tight, nice and right. M-hmm. All right, and then you just -- Go ahead. [laughter] Hey! Oh wow.\n", "norm: go i can't okay it is it's so easy right yup okay gotta make sure that's tight nice and right m hmm all right and then you just -- go ahead [laughter] hey oh wow\n", "asr : go okay it's so easy right oka mhm\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# uid = \"c5ac97a6-0363-4a3c-bee1-360584e57deb\" # apologi --\n", "# uid = \"75ad084e-bcb9-4823-b2fc-c164b258a640\"\n", "# uid = \"221a7e93-48dc-405a-8b30-4ebc15232b3f\" # F-150\n", "uid = \"75ad084e-bcb9-4823-b2fc-c164b258a640\"\n", "for e in segments_manifest:\n", " if e[\"id\"] == uid:\n", " print(\"full:\", Tokens.from_dict(e[\"transcript\"][\"tokens\"]).text)\n", " print(\"norm:\", Tokens.from_dict(e[\"transcript_normalized\"][\"tokens\"]).text)\n", " print(\"asr :\", e[\"transcript_asr\"][\"transcript\"])\n", " Audio.from_file(e[\"uri\"]).play()" ] }, { "cell_type": "code", "execution_count": 28, "id": "afd18433", "metadata": {}, "outputs": [], "source": [ "l = []\n", "for e in segments_manifest:\n", " l.extend(re.findall(r\"[a-zA-Z]+\\-[a-zA-Z]+\", Tokens.from_dict(e[\"transcript\"][\"tokens\"]).text))" ] }, { "cell_type": "code", "execution_count": 21, "id": "183e708f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dac122ab-91a8-490b-b95c-ccc43a9b68cb\n", "Burned food just doesn't taste the same without Amy. Knuckles, you're eating a napkin. Yeah, I knew that.\n", "burned food just doesn't taste the same without amy knuckles you're eating a napkin yeah i knew that\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "3a52dffe-9aa3-4537-9d7b-20e140fbe7dc\n", "Seen it count money in my dreams. Uh, ooh, open it up. Uh, ooh, open it up. Uh, ooh, Kriss Kross jump. Uh, ooh, with a bale in the trunk. Uh, ooh, shells in the pump. Uh, ooh, shells in the pump. Uh, ooh, Kriss Kross jump. Uh, ooh, with a bale in the trunk. One,\n", "seen it count money in my dreams uh ooh open it up uh ooh open it up uh ooh kriss kross jump uh ooh with a bale in the trunk uh ooh shells in the pump uh ooh shells in the pump uh ooh kriss kross jump uh ooh with a bale in the trunk one\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "79914b13-4c1a-456b-a5f3-955e24dfa484\n", "In 2022, I promise myself to show up. I'll show up when I'm scared. I'll show up when I'm doubting my abilities. I'll show up when it seems like the only person clapping for me is me. I'll show up when it seems like the market is oversaturated.\n", "in twenty twenty two i promise myself to show up i'll show up when i'm scared i'll show up when i'm doubting my abilities i'll show up when it seems like the only person clapping for me is me i'll show up when it seems like the market is oversaturated\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "b427e32d-d34f-4d00-9cee-1019892db49e\n", "No tantrums, girl, no tantrums I'm in the Shangri-La with a hand ting Drug dealers, and killers, and the mandem Wanna make you smile, take you out\n", "no tantrums girl no tantrums i'm in the shangri la with a hand ting drug dealers and killers and the mandem wanna make you smile take you out\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n", "75ad084e-bcb9-4823-b2fc-c164b258a640\n", "Go. I can't! Okay. It is. It's so easy, right? Yup. Okay. Gotta make sure that's tight, nice and right. M-hmm. All right, and then you just- Go ahead. [laughter] Hey! Oh wow.\n", "go i can't okay it is it's so easy right yup okay gotta make sure that's tight nice and right m hmm all right and then you just go ahead [laughter] hey oh wow\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "----------\n" ] } ], "source": [ "import random\n", "# random ones\n", "# l = [e for e in segments_manifest if len(e[\"transcript\"][\"tokens\"]) == 0]\n", "l = segments_manifest[:]\n", "random.shuffle(l)\n", "for e in l[:5]:\n", " print(e[\"id\"])\n", " print(Tokens.from_dict(e[\"transcript\"][\"tokens\"]).text)\n", " print(Tokens.from_dict(e[\"transcript_normalized\"][\"tokens\"]).text)\n", " Audio.from_file(e[\"uri\"]).play()\n", " print(\"-\"*10)" ] }, { "cell_type": "code", "execution_count": null, "id": "ab4c510b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6b99850b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "dc0d9e56", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "938c2793", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "6b0192cb", "metadata": {}, "source": [ "## format output for speechly styleguide" ] }, { "cell_type": "code", "execution_count": 205, "id": "798221f7", "metadata": {}, "outputs": [], "source": [ "# TODO: do we need to keep dashes during norm? what about M-mhm uh-huh, ..." ] }, { "cell_type": "code", "execution_count": 206, "id": "290b5f06", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(BASE_DIR, \"raw_data_manifest.json\")) as f:\n", " filepaths_info = json.load(f)\n", "id_to_original_id_map = {e[2]: e[0] + \".m4v\" for e in filepaths_info}\n", "inv_id_to_original_id_map = {v: k for k, v in id_to_original_id_map.items()}\n", "\n", "with open(os.path.join(ARTIFACTS_DIR, \"02_segment_meta_post_norm_and_asr.json\")) as f:\n", " segments_manifest = json.load(f)" ] }, { "cell_type": "code", "execution_count": 216, "id": "ecd8a4d5", "metadata": {}, "outputs": [], "source": [ "def _convert_full_transcript(tokens):\n", " transcript_l = []\n", " for turn in tokens.speaker_turns:\n", " turn_tokens = Tokens.from_dict(turn[\"tokens\"])\n", " active_lyrics = False\n", " text_l = []\n", " for t in turn_tokens:\n", " is_lyrics = False\n", " if t.metadata is not None:\n", " is_lyrics = t.metadata[\"is_lyrics\"]\n", " if is_lyrics and not active_lyrics:\n", " text_l.append(\"\")\n", " if not is_lyrics and active_lyrics:\n", " text_l.append(\"\")\n", " text_l.append(t.value)\n", " active_lyrics = is_lyrics\n", " if active_lyrics:\n", " text_l.append(\"\")\n", " text = \" \".join(text_l)\n", " text = re.sub(r\"\\\\s+\", \"\", text)\n", " text = re.sub(r\"\\s+\\<\\/lyrics\\>\", \"\", text)\n", " transcript_l.append(text)\n", " transcript = \" [speaker_change] \".join(transcript_l)\n", " transcript = re.sub(r\"\\s+\\[word\\_fragment\\_boundary\\]\", \"*\", transcript)\n", " # fix some basic parse mistackes\n", " transcript = re.sub(r\"^\\s*\\[music\\] \\[speaker\\_change\\]\\s*\", \"[music] \", transcript)\n", " transcript = normalize_whitespace(transcript)\n", " return transcript\n", "\n", "def _convert_norm_transcript(tokens):\n", " transcript = tokens.text\n", " transcript = transcript.replace(\" [word_fragment_boundary]\", \"*\")\n", " transcript = transcript.replace(\"[foreign_language]\", \"\")\n", " transcript = transcript.replace(\"[inaudible]\", \"\")\n", " transcript = transcript.replace(\"--\", \" \")\n", " transcript = re.sub(r\"\\[.*?\\]\", \" \", transcript)\n", " transcript = normalize_whitespace(transcript)\n", " return transcript" ] }, { "cell_type": "code", "execution_count": 244, "id": "b2465b35", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "-\n", "[music]\n", "----------\n", "i'm the only provider little bad foreign bitch word to fivio niggas know the vibe that's word to five yo beef we 'bout to resolve yo pull up on a opp do we have a problem hmm hold up\n", "-\n", "I'm the only provider Little bad foreign bitch, word to Fivio Niggas know the vibe, that's word to five, yo Beef, we 'bout to resolve, yo Pull up on a opp, do we have a problem? Hmm, hold up\n", "----------\n", " today's our comedy show and it's completely sold out so all her family's going right but and then like they were like put her on the list she paid right but then she was like plus one so damos like plus one she already took her man out of jail so he's gonna be there too so i bet we might have a show like a boxing match or a comedy show i'm not sure stay tuned this is the comedy show i'll go live today later with the prima\n", "-\n", "[foreign_language] [speaker_change] Today's our comedy show and it's completely sold out. [foreign_language] So all her family's going, right. But [foreign_language] And then, like, they were like put her on the list. [foreign_language] She paid right, but then she was like, plus one. So Damos like plus one. [foreign_language] She already took her man out of jail so he's gonna be there too. So I bet we might have a show like a boxing match or a comedy show. I'm not sure. Stay tuned [foreign_language] . This is the comedy show. I'll go live today later with the prima.\n", "----------\n" ] } ], "source": [ "# {\n", "# \"video\": \"”, # video filename\n", "# \"transcript\": \"Lorem ipsum\", # The transcript of the audio, will be blank if “English”: “No”\n", "# \"English\": \"Yes\",\n", "# }\n", "output_metadata = []\n", "for n, m in enumerate(segments_manifest):\n", " norm_tokens = Tokens.from_dict(m[\"transcript_normalized\"][\"tokens\"])\n", " tokens = Tokens.from_dict(m[\"transcript\"][\"tokens\"])\n", " norm_transcript = _convert_norm_transcript(norm_tokens)\n", " transcript = _convert_full_transcript(tokens)\n", " has_english = len(norm_tokens.plaintext.strip()) > 0\n", " original_filename = id_to_original_id_map[m[\"id\"]]\n", " if \"foreign\" in transcript:\n", " print(norm_transcript)\n", " print(\"-\")\n", " print(transcript)\n", " print(\"-\"*10)\n", " if len(norm_transcript) == 0:\n", " print(norm_transcript)\n", " print(\"-\")\n", " print(transcript)\n", " print(\"-\"*10)\n", " # some manual overrides\n", " # TODO: use CER here in future to punt and maybe reannotate\n", " if original_filename == \"josephpandolfo-7054920022237465902.m4v\":\n", " transcript = transcript.replace(\"Banja not to this barely\", \"[foreign_language] Chef Bally\")\n", " norm_transcript = norm_transcript.replace(\"banja not to this barely\", \" chef bally\")\n", " if original_filename == \"jaybhoy80-7099474340764437806.m4v\":\n", " transcript = transcript.replace(\" [inaudible] \", \" [inaudible] \")\n", " if original_filename == \"harrisnt_-7072462733219728682.m4v\":\n", " transcript = \"\"\"\n", " Six foot, seven foot, eight foot, bunch\n", " Six six foot, seven foot, eight foot, bunch\n", " Six foot, seven foot\n", " Yeah\n", " Jeans Mike Amiri, coat a Goose, I think the sneaks from Europe\n", " Pint of Quagen, ain't no Aunt Jemima when we drinking syrup\n", " \"\"\"\n", " norm_transcript = \"\"\"\n", " six foot seven foot eight foot bunch\n", " six six foot seven foot eight foot bunch\n", " six foot seven foot\n", " yeah\n", " jeans mike amiri coat a goose i think the sneaks from europe\n", " pint of quagen ain't no aunt jemima when we drinking syrup\n", " \"\"\"\n", " if original_filename == \"104.cole-7041402758016077103.m4v\":\n", " transcript = \"\"\"\n", " give the top in the drop\n", " What?\n", " Yeah, ayy\n", " Yeah\n", " Diamonds, they wet on my arm\n", " What?\n", " Tats on my neck and my arm\n", " \"\"\"\n", " norm_transcript = \"\"\"\n", " give the top in the drop \n", " what \n", " yeah ayy \n", " yeah \n", " diamonds they wet on my arm \n", " what \n", " tats on my neck and my arm\n", " \"\"\"\n", " output_metadata.append({\n", " \"video\": original_filename,\n", " \"transcript\": normalize_whitespace(norm_transcript),\n", " \"transcript_full\": normalize_whitespace(transcript),\n", " \"english\": has_english,\n", " })" ] }, { "cell_type": "code", "execution_count": 245, "id": "00cecd18", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(ARTIFACTS_DIR, \"delivery_meta.json\"), \"w\") as f:\n", " json.dump(output_metadata, f)" ] }, { "cell_type": "code", "execution_count": null, "id": "d8a7b53a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "635386fe", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "6b0b614f", "metadata": {}, "source": [ "## Final QA" ] }, { "cell_type": "code", "execution_count": 246, "id": "a61aa689", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join(ARTIFACTS_DIR, \"delivery_meta.json\")) as f:\n", " output_metadata = json.load(f)" ] }, { "cell_type": "code", "execution_count": 248, "id": "8a5d9f26", "metadata": {}, "outputs": [], "source": [ "# for e in output_metadata:\n", "# if e[\"video\"] == \"104.cole-7041402758016077103.m4v\":\n", "# print(e[\"video\"], \"- english:\", e[\"english\"])\n", "# Audio.from_file(os.path.join(BASE_DIR, \"videos\", e[\"video\"])).play()\n", "# print(e[\"transcript\"])\n", "# print(\"-\")\n", "# print(e[\"transcript_full\"])\n", "# break" ] }, { "cell_type": "code", "execution_count": 235, "id": "201ac267", "metadata": {}, "outputs": [], "source": [ "# # figure out rev\n", "# with open(os.path.join(TO_REV_DIR, f\"audio_rev_metas.json\")) as f:\n", "# audio_rev_metas = json.load(f)\n", "# uid = inv_id_to_original_id_map[\"harrisnt_-7072462733219728682.m4v\"]\n", "# for rev_m in audio_rev_metas:\n", "# for seg_m in rev_m[\"segments_meta\"]:\n", "# if seg_m.get(\"orginial_audio_uid\") == uid:\n", "# print(seg_m)" ] }, { "cell_type": "code", "execution_count": null, "id": "25f6592f", "metadata": {}, "outputs": [], "source": [ "# TODOs mikey:\n", "# 104.cole-7041402758016077103.m4v - lyrics missing" ] }, { "cell_type": "code", "execution_count": 221, "id": "a3f6a7dd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "antoniaagip80-7074262269273640197.m4v - english: True\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "guys i'm right here i thought you went to the bathroom i did but the vending machine was on the way cayleigh i swear i don't allow her to eat processed sugar sorry i'm nervous you know what getting into play means for me don't be so hard on yourself well how about we make sure you don't have to hop onto the stage okay i believe your tendonitis is firing up i'll give her some prescriptions like profen and we'll do the x ray just to be safe okay hi i'm dr calhan everything good here yeah i was just letting cayleigh know that i think your tendonitis is coming back dance this way is putting pressure on the joints we're working on her diet and trying to work out excuse me ready for the x rays okay thank you after you that is a cute dress thank you hold on it counts\n", "-\n", "Guys, I'm right here. [speaker_change] I thought you went to the bathroom. I did, but the vending machine was on the way. [speaker_change] Cayleigh. I swear, I don't allow her to eat processed sugar. [speaker_change] Sorry, I'm nervous. You know what getting into play means for me. [speaker_change] Don't be so hard on yourself. [speaker_change] Well, how about we make sure you don't have to hop onto the stage, okay? I believe your tendonitis is firing up. I'll give her some prescriptions like Profen and we'll do the x-ray just to be safe, okay? [speaker_change] Hi, I'm Dr. Calhan. [speaker_change] Everything good here? [speaker_change] Yeah, I was just letting Cayleigh know that I think your tendonitis is coming back. Dance this way is putting pressure on the joints. [speaker_change] We're working on her diet and trying to work out. [speaker_change] Excuse me? [speaker_change] Ready for the x-rays. [speaker_change] Okay, thank you. After you. [speaker_change] That is a cute dress. [speaker_change] Thank you. [laughter] Hold on it counts. [laughter]\n", "----------\n", "bjwilson23-7015791665650601217.m4v - english: True\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "that one time at my dance concert when the little ballet girls fought over their basket but ended in the best way possible oh no she started crying but hold on she gets her revenge just wait my favorite\n", "-\n", "That one time at my dance concert, when the little ballet girls fought over their basket, but ended in the best way possible. [music] [laughter] Oh no. She started crying, but hold on, she gets her revenge. Just wait. [speaker_change] My favorite. [laughter]\n", "----------\n", "honey_alii-7047279279633370374.m4v - english: True\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "have you ever noticed that people who don't tolerate lies disrespect or bullshit are always labeled as difficult crazy toxic and bitter funny that huh\n", "-\n", "Have you ever noticed that people who don't tolerate lies, disrespect or bullshit, are always labeled as difficult, crazy, toxic, and bitter. Funny that, huh?\n", "----------\n", "evojetfactory-7059017107480005934.m4v - english: True\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "men do you suffer from a erectile dysfunction if you do i got just what you need fuck taking viagra you run this son of a bitch and your erection will last longer than four hours guaranteed now go fuck yourself\n", "-\n", "Men, do you suffer from a erectile dysfunction? If you do, I got just what you need. Fuck taking Viagra. You run this son of a bitch, and your erection will last longer than four hours, guaranteed. Now go fuck yourself.\n", "----------\n", "fidget_toys_forever252-7043937060851633413.m4v - english: True\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "fidget hunting at the dollar tree i heard they have pop its here i'm not sure if it's true but i keep seeing these rumors on tiktok so how about we look i haven't been here in a couple months and they really changed things let's try to find a toy section cause maybe the fidgets will be in that section here's the toy section it's such a lie it's not even in here that's crazy they lied to me i'm really sad i really want another pop it maybe we could try again in another store bye guys like for part two\n", "-\n", "Fidget hunting at the dollar tree. I heard they have pop its here. I'm not sure if it's true, but I keep seeing these rumors on TikTok. [speaker_change] So how about we look? [speaker_change] I haven't been here in a couple months and they really changed things. [speaker_change] Let's try to find a toy section cause maybe the fidgets will be in that section. Here's the toy section. It's such a lie. It's not even in here. [speaker_change] That's crazy they lied to me. I'm really sad. I really want another pop it. [speaker_change] Maybe we could try again in another store. Bye guys. Like for part two.\n", "----------\n" ] } ], "source": [ "import random\n", "# random ones\n", "# l = [e for e in segments_manifest if len(e[\"transcript\"][\"tokens\"]) == 0]\n", "l = output_metadata[:]\n", "random.shuffle(l)\n", "for e in l[:5]:\n", " print(e[\"video\"], \"- english:\", e[\"english\"])\n", " Audio.from_file(os.path.join(BASE_DIR, \"videos\", e[\"video\"])).play()\n", " print(e[\"transcript\"])\n", " print(\"-\")\n", " print(e[\"transcript_full\"])\n", " print(\"-\"*10)" ] }, { "cell_type": "code", "execution_count": null, "id": "e0917b74", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "2bc4270f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "84bf3f1f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "d51f20f8", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "36ae3093", "metadata": {}, "source": [ "## Playground" ] }, { "cell_type": "code", "execution_count": 3, "id": "18650ce8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[NeMo W 2022-08-22 20:16:24 optimizers:77] Could not import distributed_fused_adam optimizer from Apex\n" ] } ], "source": [ "import tqdm\n", "import time\n", "from suno_utils.tasks.asr import transcribe\n", "from suno_utils.audio import Tokens\n", "\n", "# with open(os.path.join(ARTIFACTS_DIR, \"01_segment_meta.json\")) as f:\n", "with open(os.path.join(ARTIFACTS_DIR, \"03_segment_meta_post_timestamp.json\")) as f:\n", " segments_manifest = json.load(f)" ] }, { "cell_type": "markdown", "id": "c4a4c7da", "metadata": {}, "source": [ "### mfa" ] }, { "cell_type": "code", "execution_count": 47, "id": "569c4d97", "metadata": {}, "outputs": [], "source": [ "from suno_utils.web.mfa import align_tokens" ] }, { "cell_type": "code", "execution_count": null, "id": "7c705fa4", "metadata": {}, "outputs": [], "source": [ "out = align_tokens(\n", " [m[\"uri\"] for m in segments_manifest],\n", " [Tokens.from_dict(m[\"transcript\"][\"tokens\"]) for m in segments_manifest],\n", " \"/home/georg/anaconda3/etc/profile.d/conda.sh\",\n", " \"mfa\",\n", " num_cores=40,\n", " dictionary_name=\"english_mfa\",\n", " acoustic_model_name=\"english_mfa\",\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "0c528aeb", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "505458b2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "f1783094", "metadata": {}, "source": [ "### norm" ] }, { "cell_type": "code", "execution_count": 190, "id": "d73061f9", "metadata": {}, "outputs": [], "source": [ "from suno_utils.utils.text_normalizer import (\n", " normalize, CUSTOM_NORM_RULES, _normalize, normalize_mp, NORMALIZER\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "id": "d0d6662c", "metadata": {}, "outputs": [], "source": [ "# asr_predictions = transcribe([m[\"uri\"] for m in segments_manifest])" ] }, { "cell_type": "code", "execution_count": 198, "id": "ac2fd410", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "92\n" ] } ], "source": [ "for n, m in enumerate(segments_manifest):\n", " if m[\"id\"] == \"2ed3e928-fb78-44b1-89b1-572cd3301000\":\n", " print(n)\n", " break" ] }, { "cell_type": "code", "execution_count": 199, "id": "d59b4a2d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Audio.from_file(segments_manifest[92][\"uri\"]).play()" ] }, { "cell_type": "code", "execution_count": 200, "id": "7d421c69", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"ok so as you guys know i'm getting married in a few weeks and i want to show you all some of my favorite wedding things that a fun so this is probably one my favorites it just came in this is my getting ready which is like this really sif really six really soft sok and these really fun wide whimsical tool sleeves with pearls tell me that's not the cutest and currently on my feet a adorable little slippers that i bought likere so freaking leading the look by hanging on this mrs ellis hanger also my wedding dress it has this little tool has our wedding day here but this is so c making of haners i got these home for five ninety nine a pack of five white gold hangers soers riight y dresses on definitely gets release i got this from amazon the cutt thing it's a little bing security box for our repair and it comes a little gar piece and sing glasses and that's like the cingcited about that this is another mazon mine i have tow flower girls and it came in a packg only ten dollars so those are so cute excited for the little flower girl baskets this is probablyveryinging this is our colors it's teractta and sea glass green and this is our wedding invitation which i've not shown anyone online so starts off super cute with this little gold seal which we got this up at s as well as the ribbonus simple blue notts from a craft store just to sticket down on the back is one of our engagement photos and so prettyor invitation is as kindly join us for the wedding ise arsm edwardst ells as a t become one and then i'm just using this little ribbon to cover the address and i'm so excited oh my goshs so pretty and yeah this is just a more details card that we told people the attire when to arrive all of that good stuff but isn't this just beatiful like this together with this looks so good ok running o time let me know to more details but so excited\"" ] }, "execution_count": 200, "metadata": {}, "output_type": "execute_result" } ], "source": [ "asr_prediction = transcribe(segments_manifest[92][\"uri\"])\n", "asr_prediction" ] }, { "cell_type": "code", "execution_count": 201, "id": "af5518c2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.6\n", "0.2857142857142857\n" ] } ], "source": [ "from suno_utils.utils.text_normalizer import (\n", " get_cer\n", ")\n", "\n", "print(get_cer(\"y'all\", \"you all\"))\n", "print(get_cer(\"y ' all\", \"you all\"))" ] }, { "cell_type": "code", "execution_count": 196, "id": "1af05bb8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"sixteen gigabytes of ram is a joke in two thousand and twenty two well i wouldn't exactly say that now i do personally have thirty two gigs of ram in my p c but for the average person who's just gaming or streaming you're not gonna need more than sixteen gigs sixteen gigabytes is more than enough for gaming and even i've never even gotten close to my thirty two gigabyte limit so in conclusion you don't really need thirty two gigs of ram sixteen will be just fine\"" ] }, "execution_count": 196, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = normalize(\n", " Tokens.from_dict(segments_manifest[110][\"transcript\"][\"tokens\"]),\n", " asr_prediction=asr_prediction,\n", " n_max_hyp=1000,\n", " n_max_tokens=50,\n", " custom_norm_rules=CUSTOM_NORM_RULES,\n", ")\n", "a = e.plaintext\n", "a" ] }, { "cell_type": "code", "execution_count": 37, "id": "3ebcf5ab", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'an f one five oh airplane'" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "e = normalize(\n", " Tokens.from_text(\"an F-150 airplane\"),\n", " asr_prediction=\"an f one fifty airplane\",\n", " n_max_hyp=1000,\n", " n_max_tokens=20,\n", " custom_norm_rules=CUSTOM_NORM_RULES,\n", ")\n", "e.plaintext" ] }, { "cell_type": "code", "execution_count": 42, "id": "92555768", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "an 150 airplane\n" ] }, { "data": { "text/plain": [ "{'an one five oh airplane',\n", " 'an one five zero airplane',\n", " 'an one hundred and fifty airplane',\n", " 'an one hundred fifty airplane'}" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "NORMALIZER.normalize(\n", " text=\"an 150 airplane\",\n", " verbose=False,\n", " n_tagged=200,\n", " punct_post_process=False,\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "8c4e213a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "ae757e34", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "ce634d07", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "d3d86de5", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a6f077fb", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "d394bb5b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "ff7c5d47", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }