“New member reading list”版本间的差异
来自cslt Wiki
| 第41行： | 第41行： | ||
* [http://www-nlp.stanford.edu/links/statnlp.html A full list of resources collected by Stanford] | * [http://www-nlp.stanford.edu/links/statnlp.html A full list of resources collected by Stanford] | ||
=== deep learning in nlp=== | === deep learning in nlp=== | ||
| − | * | + | * [http://homes.cs.washington.edu/~yejin/cse599.html Recently paper in deep-nlp] |
2015年11月17日 (二) 10:54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)
Speech Processing
General
- Spring Handbook of Speech Processing, Ed. Jacob Benesty, M. Mohan Sondhi, Yiteng Huang
- Spoken Language Processing, X.D. Huang,
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
