├── README.md └── book ├── Daniel Jurafsky, James H. Martin-Speech and Language Processing_ An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition (2nd Edition)-Prentice Hall (2008).pdf ├── Linux Shell脚本攻略（第2版）.pdf ├── The_AWK_Programming_Language.pdf ├── ed3book.pdf ├── 俞栋邓力 解析深度学习 语音识别实践.pdf ├── 实用语音识别基础.PDF └── 语音信号处理 赵力.pdf /README.md: -------------------------------------------------------------------------------- 1 | # Speech Signal Processing Tutorial 2 | 3 | This repo summarizes the courses and materials for speech signal processing. You are kindly invited to pull requests. 4 | 5 | 6 | ## Table of Contents 7 | 8 | - [Tutorials](#Toturials) 9 | - [Courses](#Courses) 10 | - [Books](#Books) 11 | - [Presentations](#Presentations) 12 | - [Related Links](#related-links) 13 | 14 | ## Tutorials 15 | 16 | ### Courses 17 | 18 | - [AUTOMATIC SPEECH RECOGNITION (ASR), The univeristy of Edinburgh, 2019] [[Course]](http://www.inf.ed.ac.uk/teaching/courses/asr/lectures-2019.html) 19 | 20 | - [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) 21 | 22 | - [Fundamentals of Speech Signal Processing, USTC, 2019] [[Course]](http://staff.ustc.edu.cn/~zhling/Course_SSP/) 23 | 24 | - [Deep Learning for Human Language Processing, Hongyi Li, 2020] [[Course]](https://www.bilibili.com/video/BV1QE411p7z3/?spm_id_from=333.788.videocard.3) 25 | 26 | - [Speech Recognition Systems, Microsoft] [[Course]](https://www.edx.org/course/speech-recognition-systems-2) 27 | 28 | - [Spoken Language Processing, Stanford CS224S, 2020] [[Course]](http://web.stanford.edu/class/cs224s/) 29 | 30 | - [Statistical Natural Language Processing, UC Berkeley (CS 288), 2014] [[Course]](https://people.eecs.berkeley.edu/~klein/cs288/fa14/) 31 | 32 | - [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) 33 | 34 | - [Speech.Zone (Courses List)] [[Course]](http://www.speech.zone/courses/) 35 | 36 | - [Automatic Speech Recognition (Chinese), Lei Xie et al, 2019] [[Course]](https://www.shenlanxueyuan.com/course/245) 37 | 38 | - [Speech Technology: Frontiers and Applications (Chinese), Xiangang Li et al, 2019] [[Course]](https://www.shenlanxueyuan.com/course/243) 39 | 40 | - [Speech Processing, CMU, 2011] [[Course]](http://www.speech.cs.cmu.edu/15-492/) 41 | 42 | ### Books 43 | 44 | - [Handbook of Speech Processing, Springer] [[Book (PWD:rrzc)]](https://pan.baidu.com/s/1HRYSihIBpDHMPo_KegqfwQ) 45 | 46 | - [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) 47 | 48 | - [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) 49 | 50 | - [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) 51 | 52 | - [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) 53 | 54 | - [Kaldi Tutorial] [[Book]](https://www.eleanorchodroff.com/tutorial/kaldi/) 55 | 56 | - [Speech Book, CSTL Lab of Tsinghua University] [[Book]](http://cslt.riit.tsinghua.edu.cn/mediawiki/index.php/Speech_book) 57 | 58 | - [Kaidi: Speech Recognition Practice (Chinese), Guoguo Chen] [[Book]](https://item.jd.com/12833388.html) 59 | 60 | - [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) 61 | 62 | ### Presentations 63 | 64 | - [CSLT Technical Reports, CSTL Lab of Tsinghua University] [[Link]](http://cslt.riit.tsinghua.edu.cn/publications.php?Publication-trp) 65 | 66 | 67 | ## Related Links 68 | 69 | - [Speech Separation Tutorial] [[Link]](https://github.com/gemengtju/Tutorial_Separation) 70 | 71 | - [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) 72 | 73 | - [Speech Recognition Tutorial] [[Link (PWD:u4qj)]](https://pan.baidu.com/share/init?surl=y3j6HAKYlGBXf-TqZo5Ehg) 74 | -------------------------------------------------------------------------------- /book/Daniel Jurafsky, James H. Martin-Speech and Language Processing_ An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition (2nd Edition)-Prentice Hall (2008).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/Daniel Jurafsky, James H. Martin-Speech and Language Processing_ An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition (2nd Edition)-Prentice Hall (2008).pdf -------------------------------------------------------------------------------- /book/Linux Shell脚本攻略（第2版）.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/Linux Shell脚本攻略（第2版）.pdf -------------------------------------------------------------------------------- /book/The_AWK_Programming_Language.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/The_AWK_Programming_Language.pdf -------------------------------------------------------------------------------- /book/ed3book.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/ed3book.pdf -------------------------------------------------------------------------------- /book/俞栋邓力 解析深度学习 语音识别实践.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/俞栋邓力 解析深度学习 语音识别实践.pdf -------------------------------------------------------------------------------- /book/实用语音识别基础.PDF: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/实用语音识别基础.PDF -------------------------------------------------------------------------------- /book/语音信号处理 赵力.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gemengtju/Tutorial_Speech_Signal_Processing/5a37abb4952870ea4f08d3893087e5054a29bbae/book/语音信号处理 赵力.pdf --------------------------------------------------------------------------------