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*[http://www.iro.umontreal.ca/~lisa/pointeurs/TR1312.pdf Learning Deep Architectures for AI, Yoshua Bengio]
 
*[http://www.iro.umontreal.ca/~lisa/pointeurs/TR1312.pdf Learning Deep Architectures for AI, Yoshua Bengio]
 
*[http://download.springer.com/static/pdf/928/bok%253A978-3-642-35289-8.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-642-35289-8&token2=exp=1437724236~acl=%2Fstatic%2Fpdf%2F928%2Fbok%25253A978-3-642-35289-8.pdf%3ForiginUrl%3Dhttp%253A%252F%252Flink.springer.com%252Fbook%252F10.1007%252F978-3-642-35289-8*~hmac=8cacd660c8d0f2ec6c2d09dfb6c3dc05f01cda705db0df45c931a779f525eab1 Neural Networks: Tricks of the Trade]
 
*[http://download.springer.com/static/pdf/928/bok%253A978-3-642-35289-8.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-642-35289-8&token2=exp=1437724236~acl=%2Fstatic%2Fpdf%2F928%2Fbok%25253A978-3-642-35289-8.pdf%3ForiginUrl%3Dhttp%253A%252F%252Flink.springer.com%252Fbook%252F10.1007%252F978-3-642-35289-8*~hmac=8cacd660c8d0f2ec6c2d09dfb6c3dc05f01cda705db0df45c931a779f525eab1 Neural Networks: Tricks of the Trade]
 
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*[http://www.deeplearningbook.org/ Deep learning book by Bengio]
 
==Speech Processing==
 
==Speech Processing==
  
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* [http://192.168.0.51:8887/speech/Springer%20handbook%20SP.pdf Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang]
 
* [http://192.168.0.51:8887/speech/Springer%20handbook%20SP.pdf Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang]
 
* [https://www.lrde.epita.fr/~reda/cours/speech/PH%20Spoken%20Language%20Processing%20-%20A%20Guide%20to%20Theory,%20Algorithm%20and%20System%20Development%20(2001)/ Spoken Language Processing, X.D. Huang, ]
 
* [https://www.lrde.epita.fr/~reda/cours/speech/PH%20Spoken%20Language%20Processing%20-%20A%20Guide%20to%20Theory,%20Algorithm%20and%20System%20Development%20(2001)/ Spoken Language Processing, X.D. Huang, ]
* [Reading list from NCMMSC Speech group]
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* [[Reading list from NCMMSC Speech group]]
 
===Acoustics===
 
===Acoustics===
 
* [http://192.168.0.51:8887/speech/Introduction%20to%20Digital%20Speech%20Processing.pdf Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer]
 
* [http://192.168.0.51:8887/speech/Introduction%20to%20Digital%20Speech%20Processing.pdf Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer]
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* [http://mi.eng.cam.ac.uk/~mjfg/mjfg_NOW.pdf The Application of Hidden Markov Models in Speech Recognition]
 
* [http://mi.eng.cam.ac.uk/~mjfg/mjfg_NOW.pdf The Application of Hidden Markov Models in Speech Recognition]
* [http://ac.els-cdn.com/S0893608014002135/1-s2.0-S0893608014002135-main.pdf?_tid=d1842aa8-d818-11e4-8b9a-00000aacb35e&acdnat=1427856363_c1104db0090b37db2a26e50e8c5c1811 Deeplearninginneuralnetworks:Anoverview]
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* [http://ac.els-cdn.com/S0893608014002135/1-s2.0-S0893608014002135-main.pdf?_tid=d1842aa8-d818-11e4-8b9a-00000aacb35e&acdnat=1427856363_c1104db0090b37db2a26e50e8c5c1811 Deep learning in neural networks:An overview]
  
 
===TTS===
 
===TTS===
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===SID===
 
===SID===
  
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* [http://192.168.0.51:8887/speech/beigi_fundamentals_of_speaker_recognition_toc_index.pdf Fundamentals of Speaker Recognition,Homayoon Beigi, 2012]
  
 
==Language Processing==
 
==Language Processing==
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* [http://192.168.0.51:8887/eco/4771-Applied%20Time%20Series%20Modelling%20and%20Forecasting%5bwww.hejizhan.com%5d.pdf Applied Time Series Modeling and Forecasting]
 
* [http://192.168.0.51:8887/eco/4771-Applied%20Time%20Series%20Modelling%20and%20Forecasting%5bwww.hejizhan.com%5d.pdf Applied Time Series Modeling and Forecasting]
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* [http://192.168.0.51:8887/eco/SSML_David%20Aronson.pdf Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments ]

2016年6月13日 (一) 13:08的最后版本

Machine Learning

Speech Processing

General

Acoustics

ASR

TTS

SID

Language Processing


Finance Processing