Tutorial_Speech_Signal_Processing

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Tutorial_Speech_Signal_Processing

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

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# 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](#Toturials)
    - [Courses](#Courses)
    - [Books](#Books)
    - [Presentations](#Presentations)
- [Related Links](#related-links)

## Tutorials

### Courses

- [AUTOMATIC SPEECH RECOGNITION (ASR), The univeristy of Edinburgh, 2019] [[Course]](http://www.inf.ed.ac.uk/teaching/courses/asr/lectures-2019.html)

- [Digital Speech Processing, Linshan Li, 2019] [[Course]](http://speech.ee.ntu.edu.tw/DSP2019Spring/) [[Video (BiliBili)]](https://www.bilibili.com/video/BV1Gt411V7Pq/?spm_id_from=333.788.videocard.0)

- [Fundamentals of Speech Signal Processing, USTC, 2019] [[Course]](http://staff.ustc.edu.cn/~zhling/Course_SSP/)

- [Deep Learning for Human Language Processing, Hongyi Li, 2020] [[Course]](https://www.bilibili.com/video/BV1QE411p7z3/?spm_id_from=333.788.videocard.3)

- [Speech Recognition Systems, Microsoft] [[Course]](https://www.edx.org/course/speech-recognition-systems-2)

- [Spoken Language Processing, Stanford CS224S, 2020] [[Course]](http://web.stanford.edu/class/cs224s/)

- [Statistical Natural Language Processing, UC Berkeley (CS 288), 2014] [[Course]](https://people.eecs.berkeley.edu/~klein/cs288/fa14/)

- [Speech Recognition (EECS E6870), Columbia University, 2016] [[Course]](http://www.ee.columbia.edu/~stanchen/spring16/e6870/outline.html) [[Homework (Chao Yang)]](https://github.com/placebokkk/e6870/) [[Homework (Kaituo Xu)]](https://github.com/kaituoxu/E6870)

- [Speech.Zone (Courses List)] [[Course]](http://www.speech.zone/courses/)

- [Automatic Speech Recognition (Chinese), Lei Xie et al, 2019] [[Course]](https://www.shenlanxueyuan.com/course/245)

- [Speech Technology: Frontiers and Applications (Chinese), Xiangang Li et al, 2019] [[Course]](https://www.shenlanxueyuan.com/course/243)

- [Speech Processing, CMU, 2011] [[Course]](http://www.speech.cs.cmu.edu/15-492/)

### Books

- [Handbook of Speech Processing, Springer] [[Book (PWD:rrzc)]](https://pan.baidu.com/s/1HRYSihIBpDHMPo_KegqfwQ)

- [Speech and Language Processing, Daniel Jurafsky, 2017] [[Book (Ed3)]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/ed3book.pdf) [[Book (Ed2)]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/Daniel%20Jurafsky%2C%20James%20H.%20Martin-Speech%20and%20Language%20Processing_%20An%20Introduction%20to%20Natural%20Language%20Processing%2C%20Computational%20Linguistics%2C%20and%20Speech%20Recognition%20(2nd%20Edition)-Prentice%20Hall%20(2008).pdf)

- [解析深度学习：语音识别实践, Dong Yu] [[Book]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/%E4%BF%9E%E6%A0%8B%E9%82%93%E5%8A%9B%20%E8%A7%A3%E6%9E%90%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%20%E8%AF%AD%E9%9F%B3%E8%AF%86%E5%88%AB%E5%AE%9E%E8%B7%B5.pdf)

- [语音信号处理, 赵力, 2003] [[Book]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/%E8%AF%AD%E9%9F%B3%E4%BF%A1%E5%8F%B7%E5%A4%84%E7%90%86%20%E8%B5%B5%E5%8A%9B.pdf)

- [实用语音识别基础, 王炳锡, 2005] [[Book]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/%E5%AE%9E%E7%94%A8%E8%AF%AD%E9%9F%B3%E8%AF%86%E5%88%AB%E5%9F%BA%E7%A1%80.PDF)

- [Kaldi Tutorial] [[Book]](https://www.eleanorchodroff.com/tutorial/kaldi/)

- [Speech Book, CSTL Lab of Tsinghua University] [[Book]](http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/Speech_book)

- [Kaidi: Speech Recognition Practice (Chinese), Guoguo Chen] [[Book]](https://item.jd.com/12833388.html)

- [Tool Books] [[AWK]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/The_AWK_Programming_Language.pdf) [[Shell]](https://github.com/gemengtju/Tutorial_Speech_Signal_Processing/blob/master/book/Linux%20Shell%E8%84%9A%E6%9C%AC%E6%94%BB%E7%95%A5%EF%BC%88%E7%AC%AC2%E7%89%88%EF%BC%89.pdf)

### Presentations

- [CSLT Technical Reports, CSTL Lab of Tsinghua University] [[Link]](http://cslt.riit.tsinghua.edu.cn/publications.php?Publication-trp)

## Related Links

- [Speech Separation Tutorial] [[Link]](https://github.com/gemengtju/Tutorial_Separation)

- [Speech Enhancement Tutorial] [[Link (Nana)]](https://github.com/nanahou/Awesome-Speech-Enhancement) [[Link (Haoshi)]](https://github.com/hshi-cca/Research-and-Analysis-of-Speech-Enhancement-or-Dereverberation/blob/master/README.md)

- [Speech Recognition Tutorial] [[Link (PWD:u4qj)]](https://pan.baidu.com/share/init?surl=y3j6HAKYlGBXf-TqZo5Ehg)

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