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786440445/ASR-with-DFCNN-and-Transformer

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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

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Speech Recognition with DFCNN and Transformer

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