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asr-common-voice-zh-tw's Introduction

ASR-common-voice-zh-tw

Automatic Speech Recognition (ASR) system trained on CommonVoice (zh-TW) dataset with Kaldi toolkit.

Simply run shrun.sh to train and test the three models below:

  1. Monophone
  2. Triphone (1st pass): Delta + Delta-Delta
  3. Triphone (2nd pass): LDA + MLLT

If you're familiar with the recipe of TIMIT, you just need to read these codes :)

scripts/prepare_data.py : Preprocess CommonVoice (zh-TW) for usage of Kaldi.
scripts/prepare_data.ipynb : Full details and explanations of the prepare_data.py.

See requirements.txt to check if any required package is not installed.

asr-common-voice-zh-tw's People

Contributors

jerrykuo7727 avatar

Stargazers

Wannaphong Phatthiyaphaibun avatar Jalalidin Imam avatar avatar Josh Meyer avatar Nickolay V. Shmyrev avatar avatar zxy_kkk avatar

Watchers

James Cloos avatar Nickolay V. Shmyrev avatar avatar

Forkers

iveskins

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