“Reading list from NCMMSC Speech group”版本间的差异
来自cslt Wiki
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Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE | Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE | ||
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International Conference on. IEEE, 2006, 1: I-I. ||龙艳花(上海师范大学) | International Conference on. IEEE, 2006, 1: I-I. ||龙艳花(上海师范大学) | ||
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|Zee, H., Senior, A., Schuster. M. 2013, Statistical parametric speech sythesis | |Zee, H., Senior, A., Schuster. M. 2013, Statistical parametric speech sythesis | ||
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using deep neural networks||吴君如(华东师大),康永国(百度)|||| | using deep neural networks||吴君如(华东师大),康永国(百度)|||| | ||
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Jointly Learning To Align And Translate | Jointly Learning To Align And Translate | ||
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− | 肖雄(南洋理工大学),徐海华(南洋理工大学)||attention model for MT | + | 肖雄(南洋理工大学),徐海华(南洋理工大学)||attention model for MT ||http://arxiv.org/pdf/1409.0473.pdf |
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− | http://arxiv.org/pdf/1409.0473.pdf | + | |
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Book and Thesis|||||| | Book and Thesis|||||| | ||
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− | |《Spoken Language Processing: A Guide to Theory, Algorithm, and System | + | |《Spoken Language Processing: A Guide to Theory, Algorithm, and System Development》 黄学东||何伟(中国传媒大学)钱彦旻(上海交大)|||| |
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− | Development》 黄学东||何伟(中国传媒大学)钱彦旻(上海交大)|||| | + | |
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|自然语言处理综论,daniel jurafsky||汪淼淼(阿里巴巴)|||| | |自然语言处理综论,daniel jurafsky||汪淼淼(阿里巴巴)|||| | ||
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张学良(内蒙古大学)||语音增强的书|| | 张学良(内蒙古大学)||语音增强的书|| | ||
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− | |Statistical methods for speech recognition, Jenilek,|| | + | |Statistical methods for speech recognition, Jenilek,||金琴(中国人民大学)经典教材|| |
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− | + | |Hidden Markov Models for Speech Recognition (Edinburgh University Press 1990) 穆向禹(百度)|||| | |
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− | + | |Machine Learning Paradigms for Speech Recognition||卢鲤(腾讯)||用机器学习的观点看语音识别,框架非常清晰|| | |
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− | |Machine Learning Paradigms for Speech Recognition||卢鲤(腾讯) | + | |
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− | 用机器学习的观点看语音识别,框架非常清晰|| | + | |
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《实用语音识别基础》,国防工业出版社||王晶(北理工)|||| | 《实用语音识别基础》,国防工业出版社||王晶(北理工)|||| | ||
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− | |Text-to-speech synthesis, Paul Taylor, University of Cambridge | + | |Text-to-speech synthesis, Paul Taylor, University of Cambridge || 黄东延(新加坡)||||书对text-to-speech 怎样work 给了详细深入的解释 |
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− | 黄东延(新加坡)||||书对text-to-speech 怎样work 给了详细深入的解释 | + | |
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|A course in phonetics, Ladefoged||冯卉(天津大学)||群内多人推荐|| | |A course in phonetics, Ladefoged||冯卉(天津大学)||群内多人推荐|| | ||
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− | |A Course in Phonetics (7th Ed.). P. Ladeforged & K. Johnson (2015). Cengage | + | |A Course in Phonetics (7th Ed.). P. Ladeforged & K. Johnson (2015). Cengage Learning. ||顾文涛(南京师范大学)||很好的入门级教科书|| |
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− | Learning. ||顾文涛(南京师范大学)||很好的入门级教科书 | + | |
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− | | | + | |Acoustics and Auditory Phonetics (3rd Ed.).K. Johnson (2012). Wiley-Blackwell.||顾文涛(南京师范大学)|||| |
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− | Wiley-Blackwell.||顾文涛(南京师范大学)|||| | + | |Articulatory Phonetics. B. Gick, I. Wilson, & D. Derrick (2013). Wiley-Blackwell.||顾文涛(南京师范大学)|||| |
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|实验语音学概要,实验语音学概要 修订版||熊子瑜(语言所),时秀娟(天津师大)|||| | |实验语音学概要,实验语音学概要 修订版||熊子瑜(语言所),时秀娟(天津师大)|||| | ||
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|实验语音学基础教程,孔江平||时秀娟(天津师大)|||| | |实验语音学基础教程,孔江平||时秀娟(天津师大)|||| | ||
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− | |Phonetics,Reetz & Jongman|| | + | |Phonetics,Reetz & Jongman||孙锐欣(华东师大)国内李爱军老师等在翻译中文版|| |
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|《实验语音学概要》吴宗济||王磊(音乐雷达)等||语音合成--音韵学|| | |《实验语音学概要》吴宗济||王磊(音乐雷达)等||语音合成--音韵学|| | ||
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|自然语言处理综论,Daniel Jurafsky|||||| | |自然语言处理综论,Daniel Jurafsky|||||| | ||
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− | | | + | |Duda的 Pattern Classification 第二版,有中文版||谢凌云(中国传媒大学)||模式识别|| |
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− | 模式识别|| | + | |
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|《现代汉语音典》蔡莲红、孔江平||王愈(捷通华声)|||| | |《现代汉语音典》蔡莲红、孔江平||王愈(捷通华声)|||| | ||
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|在英语语调理论AM基础上对汉语语调的研究|| | |在英语语调理论AM基础上对汉语语调的研究|| | ||
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− | |Sun-Ah Jun写的prosodic | + | |Sun-Ah Jun写的prosodic topology,中科院声学所吕士楠老师将之翻译为中文版《韵律类型学》||郝玉峰(海天瑞声)||多语言韵律标注|| |
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− | topology,中科院声学所吕士楠老师将之翻译为中文版《韵律类型学》 | + | |
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− | 郝玉峰(海天瑞声)||多语言韵律标注|| | + | |
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− | | | + | |Kenneth N. Stevens的Acoustic Phonetics||解炎陆(北京语言大学)|| 从acoustic的角度阐述了各种发音的特征,原版太贵,希望国内能出版。|| |
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− | + | |"Ladefoged《世界语音》 || 时秀娟(天津师大)||http://mp.weixin.qq.com/s?__biz=MzA3OTI3MjEzNg==&mid=400341406&idx=2&sn=484d61f4ab9dcfe7bb613bb8d119a161&scene=1&srcid=1104uQiKdYcy75BYTBJ9xA99#rd | |
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− | | | + | |Theory and Applications of Digital Speech Processing, Lawrence Rabiner,|| 党建武(天津大学)|||| |
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− | 王晶(北理工)||经典的语音信号处理课程教材|| | + | |T. F. Quatieri, Discrete-time speech signal processing(英文版)|| 王晶(北理工)||经典的语音信号处理课程教材|| |
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|《信号与系统》奥本海《Signals and Systems》Alan V. Oppenheim||陈谐(剑桥)|||| | |《信号与系统》奥本海《Signals and Systems》Alan V. Oppenheim||陈谐(剑桥)|||| | ||
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− | |Microphone Arrays: Signal Processing Techniques and Applications (Digital | + | |Microphone Arrays: Signal Processing Techniques and Applications (Digital Signal Processing) by Michael Brandstein, Darren Ward, Springer, 2001. || 李军锋(中科院声学所)||语音信号处理领域|| |
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− | | | + | |Pattern recognition and meachine learning||王东(清华)|| 机器学习领域经典大作|| |
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+ | |Machine learning a probabilistic perspective,machine learning algorithmic perspective||卢鲤(腾讯)|||| | ||
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− | + | |Introduction to statistical pattern recognition. Keinosuke Fukunaga ||朱璇(三星北京研究院)||模式识别 这本书对于特征空间的表述非常清晰,深入浅出,很适合初学者。 | |
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− | |Introduction to statistical pattern recognition. Keinosuke Fukunaga | + | |
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− | 朱璇(三星北京研究院)||模式识别 | + | |
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− | 这本书对于特征空间的表述非常清晰,深入浅出,很适合初学者。 | + | |
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|An introduction for support vector machine||朱璇(三星北京研究院)||svm|| | |An introduction for support vector machine||朱璇(三星北京研究院)||svm|| | ||
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|<<测度论与概率论基础>>,北京大学出版社||明怀平(新加坡I2R) | |<<测度论与概率论基础>>,北京大学出版社||明怀平(新加坡I2R) | ||
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− | + | |Daniel Povey, "Discriminative Training for Large Vocabulary Speech Recognition," PhD thesis, Cambridge University Engineering Dept, 2003 ||俞凯(上海交大)||鉴别性训练,博士论文|| | |
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− | | | + | |语境相关的声学模型和搜索策略的研究,高升,中国科学院博士论文,2001 || 李宏言(阿里巴巴)||国内早期lvcsr的力作|| |
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− | 李宏言(阿里巴巴)||国内早期lvcsr的力作 | + | |
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|Tools|||||| | |Tools|||||| | ||
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|Eesen ||||CTC toolkit||https://github.com/yajiemiao/eesen | |Eesen ||||CTC toolkit||https://github.com/yajiemiao/eesen | ||
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|Video & online course|||||| | |Video & online course|||||| | ||
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− | |Deep Learning Summer School, Montreal 2015 | + | |Deep Learning Summer School, Montreal 2015 || http://videolectures.net/deeplearning2015_montreal/ |
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− | http://videolectures.net/deeplearning2015_montreal/ | + | |
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− | https://ccrma.stanford.edu/~jos/filters/ | + | |INTRODUCTION TO DIGITAL FILTERS ||王愈(捷通华声)||一套在线的信号处理教程,深入浅出地讲解了信号分析处理的基础知识,并结合Matlab常用的信号系统库函数——如freqz——推导讲解简明透彻|| https://ccrma.stanford.edu/~jos/filters/ |
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|九州语言网||李爱军(社科院语言所) | |九州语言网||李爱军(社科院语言所) |
2015年11月7日 (六) 03:55的版本
Paper | Referee | Area and notes | Link | |||||
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George E. Dahl, Dong Yu, Li Deng, and Alex Acero, Context-Dependent | ||||||||
Lawrence R. Rabiner, A tutorial on hidden Markov models and selected | ||||||||
End-to-End Text-Dependent Speaker Verification Georg Heigold, Ignacio Moreno, | ||||||||
Rapid Speaker Adaptation in Eigenvoice Space | 苏腾荣(华米) | |||||||
G. Hinton, L. Deng, D. Yu et al., “Deep neural networks for acoustic modeling | ||||||||
Speech recognition with weighted finite-state transducers | 苏腾荣(华米) | |||||||
Speech Recognition Algorithms Using Weighted Finite-State Transducers Takaaki | ||||||||
Daniel Povey.Discriminative Training for Large Vocabulary Speech Recognition. | ||||||||
Has¸im Sak, Andrew Senior, Kanishka Rao, Franc¸oise Beaufays, Fast and | ||||||||
Alex Graves, Supervised Sequence Labeling with Recurrent Neural Networks. Phd | ||||||||
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech | ||||||||
Lattice-based optimization of sequence classification criteria for | ||||||||
MJF Gales:Maximum likelihood linear transformations for HMM-based speech | ||||||||
Woodland, P.C.: Maximum likelihood linear regression for speaker adaptation of | ||||||||
Tandem connectionist feature extraction for conventional HMM | ||||||||
A novel scheme for speaker recognition using a phonetically-aware deep neural | ||||||||
Campbell W M, Sturim D E, Reynolds D A. Support vector machines using GMM | ||||||||
Campbell W M, Sturim D E, Reynolds D A, et al. SVM based speaker verification | ||||||||
Douglas A. Reynolds, Thomas F. Quatieri, and Robert B. Dunn, Speaker | ||||||||
Najim Dehak, Patrick Kenny, R′eda Dehak, Pierre Dumouchel, and Pierre Ouellet, | ||||||||
Analysis of I-vector Length Normalization in Speaker Recognition Systems | ||||||||
Within-Class Covariance Normalization for SVM-based Speaker Recognition Andrew | ||||||||
Silke M Witt, Steve J Young, Phone-level pronunciation scoring and assessment | ||||||||
S. M. Witt.Use of Speech Recognition in Computer-assisted Language learning | ||||||||
Andrew J. Hunt, Alan W. Black, Unit selection in a concatenative speech | ||||||||
Zen H, Tokuda K, Black A W. Statistical parametric speech synthesis[J]. Speech | ||||||||
Tokuda K, Nankaku Y, Toda T, et al. Speech synthesis based on hidden Markov | ||||||||
Zee, H., Senior, A., Schuster. M. 2013, Statistical parametric speech sythesis | ||||||||
parameter generation algorithms for HMM-based speech synthesis, Proc. of | ||||||||
statistical parametric speech synthesis,Heiga Zen | 杨辰雨(新加坡I2R) | |||||||
ZH Ling:Deep Learning for Acoustic Modeling in Parametric Speech | ||||||||
Xu Yi. Separation of functional components of tone and intonation from | ||||||||
automatic segmentation of speech into sentences and topics. Speech | ||||||||
ToBI: A standard for labeling English prosody | 杨辰雨(新加坡I2R) | |||||||
chinese prosody and prosodic labeling of spontaneous speech | ||||||||
Shrikanth S. Narayanan and Panayiotis Georgiou, Behavioral Signal Processing: | ||||||||
Levelt. W, Roelofs. A, 1999, A theory of lexical access in speech production. | ||||||||
A Highly Robust Audio Fingerprinting System,Pilips 的Jaap Haitsma | ||||||||
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. Distributed Representations of Words and Phrases and their Compositionality. In Proceedings of NIPS, 2013. | ||||||||
Dzmitry Bahdanau, KyungHyun Cho, Yoshua Bengio, Neural Machine Translation By | ||||||||
《Spoken Language Processing: A Guide to Theory, Algorithm, and System Development》 黄学东 | 何伟(中国传媒大学)钱彦旻(上海交大) | |||||||
自然语言处理综论,daniel jurafsky | 汪淼淼(阿里巴巴) | |||||||
Speech enhancement theory and practice, Philipos C. Loizou, | ||||||||
Statistical methods for speech recognition, Jenilek, | 金琴(中国人民大学)经典教材 | |||||||
Hidden Markov Models for Speech Recognition (Edinburgh University Press 1990) 穆向禹(百度) | ||||||||
Machine Learning Paradigms for Speech Recognition | 卢鲤(腾讯) | 用机器学习的观点看语音识别,框架非常清晰 | ||||||
Text-to-speech synthesis, Paul Taylor, University of Cambridge | 黄东延(新加坡) | 书对text-to-speech 怎样work 给了详细深入的解释 | ||||||
A course in phonetics, Ladefoged | 冯卉(天津大学) | 群内多人推荐 | ||||||
A Course in Phonetics (7th Ed.). P. Ladeforged & K. Johnson (2015). Cengage Learning. | 顾文涛(南京师范大学) | 很好的入门级教科书 | ||||||
Acoustics and Auditory Phonetics (3rd Ed.).K. Johnson (2012). Wiley-Blackwell. | 顾文涛(南京师范大学) | |||||||
Articulatory Phonetics. B. Gick, I. Wilson, & D. Derrick (2013). Wiley-Blackwell. | 顾文涛(南京师范大学) | |||||||
实验语音学概要,实验语音学概要 修订版 | 熊子瑜(语言所),时秀娟(天津师大) | |||||||
实验语音学基础教程,孔江平 | 时秀娟(天津师大) | |||||||
Phonetics,Reetz & Jongman | 孙锐欣(华东师大)国内李爱军老师等在翻译中文版 | |||||||
《实验语音学概要》吴宗济 | 王磊(音乐雷达)等 | 语音合成--音韵学 | ||||||
自然语言处理综论,Daniel Jurafsky | ||||||||
Duda的 Pattern Classification 第二版,有中文版 | 谢凌云(中国传媒大学) | 模式识别 | ||||||
《现代汉语音典》蔡莲红、孔江平 | 王愈(捷通华声) | |||||||
《汉语语调实验研究》2012年,作者林茂灿 | 李爱军(社科院语言所) | |||||||
在英语语调理论AM基础上对汉语语调的研究 | ||||||||
Sun-Ah Jun写的prosodic topology,中科院声学所吕士楠老师将之翻译为中文版《韵律类型学》 | 郝玉峰(海天瑞声) | 多语言韵律标注 | ||||||
Kenneth N. Stevens的Acoustic Phonetics | 解炎陆(北京语言大学) | 从acoustic的角度阐述了各种发音的特征,原版太贵,希望国内能出版。 | ||||||
"Ladefoged《世界语音》 | 时秀娟(天津师大) | http://mp.weixin.qq.com/s?__biz=MzA3OTI3MjEzNg==&mid=400341406&idx=2&sn=484d61f4ab9dcfe7bb613bb8d119a161&scene=1&srcid=1104uQiKdYcy75BYTBJ9xA99#rd | ||||||
Theory and Applications of Digital Speech Processing, Lawrence Rabiner, | 党建武(天津大学) | |||||||
T. F. Quatieri, Discrete-time speech signal processing(英文版) | 王晶(北理工) | 经典的语音信号处理课程教材 | ||||||
《信号与系统》奥本海《Signals and Systems》Alan V. Oppenheim | 陈谐(剑桥) | |||||||
Microphone Arrays: Signal Processing Techniques and Applications (Digital Signal Processing) by Michael Brandstein, Darren Ward, Springer, 2001. | 李军锋(中科院声学所) | 语音信号处理领域 | ||||||
Pattern recognition and meachine learning | 王东(清华) | 机器学习领域经典大作 | ||||||
Machine learning a probabilistic perspective,machine learning algorithmic perspective | 卢鲤(腾讯) | |||||||
Introduction to statistical pattern recognition. Keinosuke Fukunaga | 朱璇(三星北京研究院) | 模式识别 这本书对于特征空间的表述非常清晰,深入浅出,很适合初学者。 | ||||||
An introduction for support vector machine | 朱璇(三星北京研究院) | svm | ||||||
步尚全《基础泛函分析》 | 邓侃(思昂教育) | 泛函 | ||||||
<<测度论与概率论基础>>,北京大学出版社 | 明怀平(新加坡I2R) | |||||||
Daniel Povey, "Discriminative Training for Large Vocabulary Speech Recognition," PhD thesis, Cambridge University Engineering Dept, 2003 | 俞凯(上海交大) | 鉴别性训练,博士论文 | ||||||
语境相关的声学模型和搜索策略的研究,高升,中国科学院博士论文,2001 | 李宏言(阿里巴巴) | 国内早期lvcsr的力作 | ||||||
Tools | ||||||||
HTK book | ||||||||
Kaldi | ||||||||
Praat | ||||||||
Theano | ||||||||
CNTK | ||||||||
RNNLIB | ||||||||
Eesen | CTC toolkit | https://github.com/yajiemiao/eesen | - | Video & online course | ||||
Deep Learning Summer School, Montreal 2015 | http://videolectures.net/deeplearning2015_montreal/ | |||||||
INTRODUCTION TO DIGITAL FILTERS | 王愈(捷通华声) | 一套在线的信号处理教程,深入浅出地讲解了信号分析处理的基础知识,并结合Matlab常用的信号系统库函数——如freqz——推导讲解简明透彻 | https://ccrma.stanford.edu/~jos/filters/ | |||||
九州语言网 | 李爱军(社科院语言所) | |||||||
对汉语方言语法、语音感兴趣的,可以访问熊子瑜负责的语言所在建九州语言网 |