“New member reading list”版本间的差异
来自cslt Wiki
（→Language Processing） |
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*[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)] | *[http://videolectures.net/site/normal_dl/tag=52790/jul09_hinton_deeplearn.pdf A tutorial from Goffery Hinton (2009)] | ||
| + | *[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] | ||
| + | *[http://deeplearning.net/reading-list/ A reading list for DL from Bengio's group] | ||
| + | *[http://ufldl.stanford.edu/wiki/index.php/UFLDL_Recommended_Readings Reading list from Stanford] | ||
==Speech Processing== | ==Speech Processing== | ||
| 第14行： | 第18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=== | ||
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* [http://kaldi.sourceforge.net/about.html Kaldi toolkit] | * [http://kaldi.sourceforge.net/about.html Kaldi toolkit] | ||
* [http://mi.eng.cam.ac.uk/~mjfg/mjfg_NOW.pdf The Application of Hidden Markov Models in Speech Recognition] | * [http://mi.eng.cam.ac.uk/~mjfg/mjfg_NOW.pdf The Application of Hidden Markov Models in Speech Recognition] | ||
| − | + | * [http://www.example.com Edinburgh Course] | |
===TTS=== | ===TTS=== | ||
| 第33行： | 第38行： | ||
===SID=== | ===SID=== | ||
| − | + | *[http://192.168.0.51:8887/speech/Fundamentals%20of%20Speaker%20Recognition%20-%20Homayoon%20Beigi.pdf Fundamentals of Speaker Recognition: Homayoon Beigi] | |
==Language Processing== | ==Language Processing== | ||
| − | === | + | === classical book === |
* [http://192.168.0.51:8887/nlp/speech%20and%20language%20processing-jurafsky_martin.pdf Speech and Language Processing] | * [http://192.168.0.51:8887/nlp/speech%20and%20language%20processing-jurafsky_martin.pdf Speech and Language Processing] | ||
* [http://192.168.0.51:8887/nlp/Foundations%20of%20Statistical%20Natural%20Language%20Processing.pdf Foundation of Natural Language Processing] | * [http://192.168.0.51:8887/nlp/Foundations%20of%20Statistical%20Natural%20Language%20Processing.pdf Foundation of Natural Language Processing] | ||
* [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] |
| − | + | ||
==Finance processing== | ==Finance processing== | ||
| 第58行： | 第62行： | ||
* [http://192.168.0.51:8887/eco/active%20alpha.pdf Active Alpha] | * [http://192.168.0.51:8887/eco/active%20alpha.pdf Active Alpha] | ||
* [http://192.168.0.51:8887/eco/%bd%f0%c8%da%be%ad%b5%e4%bd%cc%b2%c4%d6%ae%a3%ba%a1%b6%bb%f5%b1%d2%bd%f0%c8%da%d1%a7%a3%a8%d4%ad%ca%e9%b5%da9%b0%e6%a3%a9%a1%b7%b8%a5%c0%d7%b5%c2%c0%ef%bf%cb%a1%a4S%a1%a4%c3%d7%ca%b2%bd%f0%d6%f8%20%202011.pdf.filepart 货币金融学] | * [http://192.168.0.51:8887/eco/%bd%f0%c8%da%be%ad%b5%e4%bd%cc%b2%c4%d6%ae%a3%ba%a1%b6%bb%f5%b1%d2%bd%f0%c8%da%d1%a7%a3%a8%d4%ad%ca%e9%b5%da9%b0%e6%a3%a9%a1%b7%b8%a5%c0%d7%b5%c2%c0%ef%bf%cb%a1%a4S%a1%a4%c3%d7%ca%b2%bd%f0%d6%f8%20%202011.pdf.filepart 货币金融学] | ||
| − | * [http://192.168.0.51:8887/eco/options%20futures%20and%20derivetives.pdf.filepart | + | * [http://192.168.0.51:8887/eco/options%20futures%20and%20derivetives.pdf.filepart Options futures and other derivatives] |
| − | * [[媒体文件:Active_Portfolio_Management_-_A_quantitative_approach_for_providing_superior_treturn_and_controlling_risk.pdf | | + | * [[媒体文件:Active_Portfolio_Management_-_A_quantitative_approach_for_providing_superior_treturn_and_controlling_risk.pdf |Active portfolio mangement ]] |
2017年7月12日 (三) 07:52的最后版本
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
- Reading list from Stanford
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
classical book
- Speech and Language Processing
- Foundation of Natural Language Processing
- A full list of resources collected by Stanford
