“New member reading list”版本间的差异
来自cslt Wiki
（→Language Processing） |
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==Machine Learning== | ==Machine Learning== | ||
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*[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f1/Deeplearning.pdf Deep learning tutotials, LISA lab, University of Montreal] | *[http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f1/Deeplearning.pdf Deep learning tutotials, LISA lab, University of Montreal] | ||
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*[http://192.168.0.51:8887/ml/introduction%20to%20ML-nilson.pdf Introduction to ML, Nils J. Nilsson, Stanford] | *[http://192.168.0.51:8887/ml/introduction%20to%20ML-nilson.pdf Introduction to ML, Nils J. Nilsson, Stanford] | ||
| − | + | *[http://192.168.0.51:8887/ml/introduction%20to%20machine%20learning.pdf Introduction to Machine Learning, Ethem Alpaydın] | |
| − | *[http://www.cs.cmu.edu/~tom/mlbook-chapter-slides.html Machine Learning course given by Tom Mitchell] | + | *[http://www.cs.cmu.edu/~tom/mlbook-chapter-slides.html Machine Learning course given by Tom Mitchell (1997)] |
| − | + | *[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=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== | ||
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* [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/ | + | * [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] |
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===Acoustics=== | ===Acoustics=== | ||
| + | * [http://192.168.0.51:8887/speech/Introduction%20to%20Digital%20Speech%20Processing.pdf Introduction to Digital Signal Processing, Lawrence R. Rabiner and Ronald W. Schafer] | ||
* [http://192.168.0.51:8887/speech/acoustics.pdf Foundation of acoustics] | * [http://192.168.0.51:8887/speech/acoustics.pdf Foundation of acoustics] | ||
===ASR=== | ===ASR=== | ||
| + | * [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=== | ||
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| + | *[http://www.cstr.ed.ac.uk/downloads/publications/2010/king_hmm_tutorial.pdf A simple tutorial HMM-based TTS from Prof. Simon King] | ||
| + | *[http://hts.sp.nitech.ac.jp/?Home HTS homepage] | ||
| + | *[http://192.168.0.51:8887/speech/HTS_Slides.zip HMM-based TTS tutorial slides] | ||
===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] | ||
| + | === deep learning in nlp=== | ||
| + | * [http://homes.cs.washington.edu/~yejin/cse599.html Recently paper in deep-nlp] | ||
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| + | ==Finance processing== | ||
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| + | * [http://192.168.0.51:8887/eco/Economis%20of%20Money%20Banking%20and%20Financial%20Markets.pdf Economis of Money, Banking and Financial Markets] | ||
| + | * [http://192.168.0.51:8887/eco/%bd%f0%c8%da%d1%a7.pdf Finance] | ||
| + | * [http://192.168.0.51:8887/eco/Charlie_F_Wright_%a3%ad_Trading_as_a_Business.pdf Trading as business] | ||
| + | * [http://192.168.0.51:8887/eco/%a1%b6%b3%ac%d4%bd%bc%bc%ca%f5%b7%d6%ce%f6%a1%b7.pdf 超越技术分析] | ||
| + | * [http://192.168.0.51:8887/eco/%b8%df%bc%b6%bc%bc%ca%f5%b7%d6%ce%f6.pdf 高级技术分析] | ||
| + | * [http://192.168.0.51:8887/eco/%bc%bc%ca%f5%b7%d6%ce%f6%ca%b5%d5%bd.pdf 技术分析实战] | ||
| + | * [http://192.168.0.51:8887/eco/%c6%da%bb%f5%ca%d0%b3%a1%bc%bc%ca%f5%b7%d6%ce%f6.pdf 期货市场技术分析] | ||
| + | * [http://192.168.0.51:8887/eco/%d6%a4%c8%af%bc%bc%ca%f5%b7%d6%ce%f6%d2%bb%b5%e3%cd%a8%28%b8%df%c7%e5%29.pdf 证券技术分析一点通] | ||
| + | * [http://192.168.0.51:8887/eco/%c2%ed%b6%a1%a1%a4%c6%d5%c1%d6%b8%f1%bc%bc%ca%f5%b7%d6%ce%f6%20%be%ab%bb%aa%b0%e6.pdf 马丁-格林 技术分析] | ||
| + | * [http://192.168.0.51:8887/eco/%b9%c9%ca%d0%c7%f7%ca%c6%bc%bc%ca%f5%b7%d6%ce%f6%a3%a8%d4%ad%ca%e9%b5%da9%b0%e6-%d5%e4%b2%d8%b0%e6%a3%a9.pdf 股市趋势技术分析] | ||
| + | * [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/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 |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
