“New member reading list”版本间的差异
来自cslt Wiki
| 第7行： | 第7行： | ||
*[http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml Machine Learning course given by Tom Mitchell (2011)] | *[http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml Machine Learning course given by Tom Mitchell (2011)] | ||
*[http://videolectures.net/site/normal_dl/tag=48063/icml09_bengio_lecun_tldar.pdf A tutorial from Bengio and Lecun for deep learning (2009)] | *[http://videolectures.net/site/normal_dl/tag=48063/icml09_bengio_lecun_tldar.pdf A tutorial from Bengio and Lecun for deep learning (2009)] | ||
| + | *[http://videolectures.net/site/normal_dl/tag=52790/jul09_hinton_deeplearn.pdf A tutorial from Goffery Hinton (2009)] | ||
==Speech Processing== | ==Speech Processing== | ||
2015年7月19日 (日) 02:38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
- recently paper in deep-nlp[1]
