metadata

license: mit
task_categories:
  - automatic-speech-recognition
language:
  - ms

Pseudostreaming Malaysian Youtube videos using Whisper Large V3

Original dataset at https://huggingface.co/datasets/mesolitica/pseudolabel-malaysian-youtube-whisper-large-v3

We use https://huggingface.co/mesolitica/conformer-medium-mixed to generate pseudostreaming dataset, source code at https://github.com/mesolitica/malaysian-dataset/tree/master/speech-to-text-semisupervised/pseudostreaming-whisper

Total 40486.589364839296 hours.

data format from processed.jsonl,

[
  {
    "text": "dalam sukan olimpik dan paralimpik tokyo dua ribu dua puluh",
    "start": 3.52,
    "end": 6.46,
    "audio_filename": "processed-audio/1-225586-0.mp3",
    "original_audio_filename": "output-audio/3-1084-10.mp3"
  },
  {
    "text": "to azizul has",
    "start": 7.12,
    "end": 8.179999999999998,
    "audio_filename": "processed-audio/1-225586-1.mp3",
    "original_audio_filename": "output-audio/3-1084-10.mp3"
  },
  {
    "text": "awang meraih kilauan perak untuk malaysia dalam sukan olimpik tokyo dua ribu dua puluh tampil sebagai satu satunya wakil asia bagaimanapun beliau terpaksa akur di tangan pelumba great britain jason",
    "start": 8.4,
    "end": 22.98,
    "audio_filename": "processed-audio/1-225586-2.mp3",
    "original_audio_filename": "output-audio/3-1084-10.mp3"
  },
  {
    "text": "y yang meraih pingat emas",
    "start": 23.28,
    "end": 25.060000000000002,
    "audio_filename": "processed-audio/1-225586-3.mp3",
    "original_audio_filename": "output-audio/3-1084-10.mp3"
  }
]

how-to

git clone https://huggingface.co/datasets/mesolitica/pseudostreaming-malaya-speech-stt
cd pseudostreaming-malaya-speech-stt
wget https://www.7-zip.org/a/7z2301-linux-x64.tar.xz
tar -xf 7z2301-linux-x64.tar.xz
./7zz x processed-audio.7z.001 -y -mmt40