“New member reading list”版本间的差异

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*[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f1/Deeplearning.pdf Deep learning tutotials, LISA lab, University of Montreal]
 
*[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f1/Deeplearning.pdf Deep learning tutotials, LISA lab, University of Montreal]
*[http://192.168.0.51:8887/ml/Deep%20Learning%20-%20methods%20and%20applications.pdf Deep learning, methods and applications, Li Deng, MS]
 
 
*[http://192.168.0.51:8887/ml/introduction%20to%20ML-nilson.pdf Introduction to ML, Nils J. Nilsson, Stanford]
 
*[http://192.168.0.51:8887/ml/introduction%20to%20ML-nilson.pdf Introduction to ML, Nils J. Nilsson, Stanford]
 
*[http://192.168.0.51:8887/ml/introduction%20to%20machine%20learning.pdf Introduction to Machine Learning, Ethem Alpaydın]
 
*[http://192.168.0.51:8887/ml/introduction%20to%20machine%20learning.pdf Introduction to Machine Learning, Ethem Alpaydın]
 
*[http://www.cs.cmu.edu/~tom/mlbook-chapter-slides.html Machine Learning course given by Tom Mitchell]
 
*[http://www.cs.cmu.edu/~tom/mlbook-chapter-slides.html Machine Learning course given by Tom Mitchell]
*[http://192.168.0.51:8887/ml/278.%20Neural%20Networks%20-%20A%20Comprehensive%20Foundation%20-%20Simon%20Haykin.pdf Neural Networks, A comprehensive foundation, Simon Haykin]
 
*[http://192.168.0.51:8887/ml/290.%20Numerical%20Optimization.pdf Neumerical optimization, Jorge Nocedal, Stephen J. Wright]
 
*[http://192.168.0.51:8887/ml/291.%20Conjugate%20Gradient%20Algorithms%20in%20Nonconvex%20Optimization.pdf Conjugate Gradient Algorithms in Nonconvex Optimization, Radosaw Pytlak]
 
*[http://192.168.0.51:8887/ml/Bayesian%20Reasoning%20and%20Machine%20Learning.pdf Bayesian Reasoning and Machine Learning, David Barber]
 
*[http://192.168.0.51:8887/ml/Machine%20learning%20an%20algorithmic%20perspective%282009%29.pdf Machine Learning, an algorithm perspective, Stephen Marsland]
 
*[http://192.168.0.51:8887/ml/Neural%20Networks%20for%20Pattern%20Recognition.pdf Neural Petworks for Pattern Recognition, Christopher M. Bishop]
 
  
 
==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, ]
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===Acoustics===
 
===Acoustics===
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* [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]
 
* [http://192.168.0.51:8887/speech/acoustics.pdf Foundation of acoustics]
 
* [http://192.168.0.51:8887/speech/acoustics.pdf Foundation of acoustics]
* [http://192.168.0.51:8887/speech/spring%20topics%20in%20signal%20processing%20-%20microphone%20array%20processing.pdf Spring Topics in Signal Processing, Microphone Array Processing, Benesty, J.; Chen, J.; Huang, Y]
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===ASR===
 
===ASR===
  

2015年2月7日 (六) 01:31的版本

Machine Learning

Speech Processing

General

Acoustics

ASR


TTS

SID

Language Processing