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tf2-speech-recognition-transformer

Tensorflow 2 Speech Recognition Code (Transformer)

Developers

Contents

Speech Recognition

Features

  • Transformer speech recognition model
  • Stacked frames with overlap (a.k.a. Lower Frame Rate, refer to https://arxiv.org/abs/2002.02562)
  • Korean syllable tokenization

Prerequisites

  • Python 3.x
  • Tensorflow 2.2.0
  • Librosa 0.6.3
  • etc.

Examples

  • Tensorboard examples (curriculum learning with increasing data length from 500 -> 1000 -> all)

- Attention weight examples (4 heads)

References and Resources

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Tensorflow 2 Speech Recognition Code (Transformer)

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