A package for crawling and processing audio, caption from Youtube
Project description
Audio, Caption Crawler and Processor -TTS Data Generator-
Downloads and processes the audios and captions(subtitles) from Youtube videos for Speech AI
Generates audio datas from Youtube for TTS
Requirements
- Currently requires python == 3.6
- FFmpeg
- youtube_dl
- pydub
- youtube_transcript_api
To Use
pip3 install vctube
from vctube import VCtube
playlist_name=""
playlist_url = ""
lang = "" #ex) ko, en, fr, de...
vc = VCtube(playlist_name, playlist_url, lang)
vc.download_audio() #download audios from youtube
vc.download_captions() #download captions from youtube
vc.audio_split() #split audio with captions
Results
datasets
|- playlist name
|- metadata.csv
|- alignment.json
|- wavs
├── 1.wav
├── 2.wav
├── 3.wav
└── ...
and metadata.csv
should look like:
{
"0001.wav|그래서 사람들도 날 핍이라고 불렀다.",
"0002.wav|크리스마스 덕분에 부엌에 먹을게 가득했다.",
"0003.wav|조가 자신이 그 사람이라고 나섰다.",
...
}
and alignment.json
should look like:
{
"./datasets/playlist name/wavs/0001.wav": "그래서 사람들도 날 핍이라고 불렀다.",
"./datasets/playlist name/wavs/0002.wav": "크리스마스 덕분에 부엌에 먹을게 가득했다.",
"./datasets/playlist name/wavs/0003.wav": "조가 자신이 그 사람이라고 나섰다.",
...
}
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