Audio 语音处理

[Bryce1010]

教程和综述

课程

• Audio recognition 李宏毅 [url]

• [ ] Speech Processing -- Fall 2011 [url]

  2011年CMU在speech processing的经典课程，主要包含了语音处理的传统做法，包括HMM和语音的基础

  • Stanford CS224S / LINGUIST285 - Spoken Language Processing [url]
    Spring 2020

• 语音识别资料 from zhihu [url]

  GMM-HMM基础 DNN-HMM基础

• [ ] 數位語音處理概論
  http://ocw.aca.ntu.edu.tw/ntu-ocw/ocw/cou/104S204/7

综述

• Speech Recognition [papers with code]
• Collection of Text to Speech papers [github]

[Bryce1010]

• [ ] Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
• [ ] SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
• [ ] Deep Speech: Scaling up end-to-end speech recognition
• [ ] wav2vec: Unsupervised Pre-training for Speech Recognition
• [ ] (2020 ICLR) vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations