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Accented Speech Recognition

2 papers with code · Speech
Subtask of Speech Recognition

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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

8 Dec 2015tensorflow/models

We show that an end-to-end deep learning approach can be used to recognize either English or Mandarin Chinese speech--two vastly different languages.

 SOTA for Speech Recognition on WSJ eval93 (using extra training data)

ACCENTED SPEECH RECOGNITION END-TO-END SPEECH RECOGNITION NOISY SPEECH RECOGNITION

Deep Speech: Scaling up end-to-end speech recognition

17 Dec 2014mozilla/DeepSpeech

We present a state-of-the-art speech recognition system developed using end-to-end deep learning.

ACCENTED SPEECH RECOGNITION END-TO-END SPEECH RECOGNITION