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PyThaiASR v1.0.0
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@wannaphong wannaphong released this 11 Aug 09:19
· 27 commits to main since this release
v1.0.0
d8ccc0e

PyThaiASR

Python Thai Automatic Speech Recognition

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PyThaiASR is a Python package for Automatic Speech Recognition with focus on Thai language. It have offline thai automatic speech recognition model.

License: Apache-2.0 License

Google Colab: Link Google colab

Model homepage: https://huggingface.co/airesearch/wav2vec2-large-xlsr-53-th

Install

pip install pythaiasr

For Wav2Vec2 with language model:
if you want to use wannaphong/wav2vec2-large-xlsr-53-th-cv8-* model, you needs to install by the step.

pip install pythaiasr[lm]
pip install https://github.com/kpu/kenlm/archive/refs/heads/master.zip

Usage

from pythaiasr import asr

file = "a.wav"
print(asr(file))

API

asr(file: str, show_pad: bool = False, model: str = "airesearch/wav2vec2-large-xlsr-53-th")
  • file: path of sound file
  • show_pad: show [PAD] in output
  • model: The ASR model
  • return: thai text from ASR

Options for model

  • airesearch/wav2vec2-large-xlsr-53-th (default) - AI RESEARCH - PyThaiNLP model
  • *wannaphong/wav2vec2-large-xlsr-53-th-cv8-newmm - Thai Wav2Vec2 with CommonVoice V8 (newmm tokenizer) + language model
  • wannaphong/wav2vec2-large-xlsr-53-th-cv8-deepcut - Thai Wav2Vec2 with CommonVoice V8 (deepcut tokenizer) + language model

You can read about models from the list:

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