“Advanced member reading list”版本间的差异
来自cslt Wiki
| 第21行： | 第21行： | ||
* [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] | ||
===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] | ||
2015年11月7日 (六) 03:19的版本
目录
Machine Learning
- Deep learning tutotials, LISA lab, University of Montreal
- Deep learning, methods and applications, Li Deng, MS
- Introduction to ML, Nils J. Nilsson, Stanford
- Introduction to Machine Learning, Ethem Alpaydın
- Machine Learning course given by Tom Mitchell
- Neural Networks, A comprehensive foundation, Simon Haykin
- Neumerical optimization, Jorge Nocedal, Stephen J. Wright
- Conjugate Gradient Algorithms in Nonconvex Optimization, Radosaw Pytlak
- Bayesian Reasoning and Machine Learning, David Barber
- Machine Learning, an algorithm perspective, Stephen Marsland
- Neural Petworks for Pattern Recognition, Christopher M. Bishop
- Learning Deep Architectures for AI, Yoshua Bengio
- Neural Networks: Tricks of the Trade
Speech Processing
General
- Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang
- Spoken Language Processing, X.D. Huang,
- [Reading list from NCMMSC Speech group]
Acoustics
- Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer
- Foundation of acoustics
- Spring Topics in Signal Processing, Microphone Array Processing, Benesty, J.; Chen, J.; Huang, Y
- Signal and System
ASR
- The Application of Hidden Markov Models in Speech Recognition
- Deeplearninginneuralnetworks:Anoverview
TTS
SID
Language Processing
