“New member reading list”版本间的差异
来自cslt Wiki
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*[http://www.deeplearningbook.org/contents/guidelines.html Practical tricks for deep learning given by Bengio ] | *[http://www.deeplearningbook.org/contents/guidelines.html Practical tricks for deep learning given by Bengio ] | ||
*[https://github.com/ty4z2008/Qix/blob/master/dl.md A good list for deep learning materials] | *[https://github.com/ty4z2008/Qix/blob/master/dl.md A good list for deep learning materials] | ||
| − | + | *[http://deeplearning.net/reading-list/ A reading list for DL from Bengio's group] | |
==Speech Processing== | ==Speech Processing== | ||
2016年4月11日 (一) 04:33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
- A good list for deep learning materials
- A reading list for DL from Bengio's group
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
