“New member reading list”版本间的差异
来自cslt Wiki
| 第16行： | 第16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] | ||
* [http://192.168.0.51:8887/speech/huang/ Spoken Language Processing, X.D. Huang, ] | * [http://192.168.0.51:8887/speech/huang/ Spoken Language Processing, X.D. Huang, ] | ||
| + | * [http://link.springer.com/book/10.1007%2F978-1-4471-5779-3 Automatic speech recognition, a deep learning approach. Dong Yu and Deng Li] | ||
===Acoustics=== | ===Acoustics=== | ||
2016年3月15日 (二) 01:41的版本
目录
Machine Learning
- Deep learning tutotials, LISA lab, University of Montreal
- Introduction to ML, Nils J. Nilsson, Stanford
- Introduction to Machine Learning, Ethem Alpaydın
- Machine Learning course given by Tom Mitchell (1997)
- Machine Learning course given by Tom Mitchell (2011)
- A tutorial from Bengio and Lecun for deep learning (2009)
- A tutorial from Goffery Hinton (2009)
- Practical tricks for deep learning given by Bengio
Speech Processing
General
- Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang
- Spoken Language Processing, X.D. Huang,
- Automatic speech recognition, a deep learning approach. Dong Yu and Deng Li
Acoustics
- Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer
- Foundation of acoustics
ASR
TTS
SID
Language Processing
classics book
- Speech and Language Processing
- Foundation of Natural Language Processing
- A full list of resources collected by Stanford
deep learning in nlp
