Speech Signal Processing Tutorial

This repo summarizes the courses and materials for speech signal processing. You are kindly invited to pull requests.

Table of Contents

• Tutorials
  • Courses
  • Books
  • Presentations
• Related Links

Tutorials

Courses

• [AUTOMATIC SPEECH RECOGNITION (ASR), The univeristy of Edinburgh, 2019] [Course]

• [Digital Speech Processing, Linshan Li, 2019] [Course] [Video (BiliBili)]

• [Fundamentals of Speech Signal Processing, USTC, 2019] [Course]

• [Deep Learning for Human Language Processing, Hongyi Li, 2020] [Course]

• [Speech Recognition Systems, Microsoft] [Course]

• [Spoken Language Processing, Stanford CS224S, 2020] [Course]

• [Statistical Natural Language Processing, UC Berkeley (CS 288), 2014] [Course]

• [Speech Recognition (EECS E6870), Columbia University, 2016] [Course] [Homework (Chao Yang)] [Homework (Kaituo Xu)]

• [Speech.Zone (Courses List)] [Course]

• [Automatic Speech Recognition (Chinese), Lei Xie et al, 2019] [Course]

• [Speech Technology: Frontiers and Applications (Chinese), Xiangang Li et al, 2019] [Course]

• [Speech Processing, CMU, 2011] [Course]

Books

• [Handbook of Speech Processing, Springer] [Book (PWD:rrzc)]

• [Speech and Language Processing, Daniel Jurafsky, 2017] [Book (Ed3)] [Book (Ed2)]

• [解析深度学习：语音识别实践, Dong Yu] [Book]

• [语音信号处理, 赵力, 2003] [Book]

• [实用语音识别基础, 王炳锡, 2005] [Book]

• [Kaldi Tutorial] [Book]

• [Speech Book, CSTL Lab of Tsinghua University] [Book]

• [Kaidi: Speech Recognition Practice (Chinese), Guoguo Chen] [Book]

• [Tool Books] [AWK] [Shell]

Presentations

• [CSLT Technical Reports, CSTL Lab of Tsinghua University] [Link]

Related Links

• [Speech Separation Tutorial] [Link]

• [Speech Enhancement Tutorial] [Link (Nana)] [Link (Haoshi)]

• [Speech Recognition Tutorial] [Link (PWD:u4qj)]