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asr-with-dfcnn-and-transformer's Introduction

Corpus

  • ai_shellv1
  • thchs30
  • aidatatang
  • st-cmds
  • primewords

Deep Convolutional Neural Network SpeechRecognition

  • acoustic model is designed by dfcnn and ctc
  • language model is designed by transformer encoder
    python3 train.py
    python3 test.py

model structure

End2end speech Recognition with Transformer

  • model is designed by transformer from filter bank to chinese
    python3 transformer_train.py
    python3 transformer_test.py

model structure

asr-with-dfcnn-and-transformer's People

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