Changes between Version 6 and Version 7 of TheoryAndAlgorithms


Ignore:
Timestamp:
10/08/08 16:01:45 (14 years ago)
Author:
DavidGelbart
Comment:

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  • TheoryAndAlgorithms

    v6 v7  
    2626  * Yaroslav Bulatov's recommendations of online machine learning materials:  [http://yaroslavvb.blogspot.com/2006/03/machine-learning-videos.html here] and  [http://yaroslavvb.blogspot.com/2006/03/graphical-models-class-notes.html here]. 
    2727  * Some intro material on dynamic programming:  [http://www.cs.princeton.edu/courses/archive/fall06/cos126/assignments/sequence.html here] and  [http://www.cs.princeton.edu/introcs/96optimization/ here] (includes Diff.java which implements the diff command).  If you are having trouble learning the Viterbi algorithm, it may help to start by learning dynamic programming and DTW -- see (e.g.) the Columbia/IBM slides for information about the connection. 
    28   * [http://gmm.html Matlab code to train a Gaussian mixture model with EM] 
     28  * [http://www.icsi.berkeley.edu/~gelbart/gmm.html Matlab code to train a Gaussian mixture model with EM] 
    2929  * [http://nlpers.blogspot.com/2006/12/back-from-nips.html#c116665577223519559 Adaptation techniques in ASR] 
    3030  *  [http://www.wescottdesign.com/articles/Sampling/sampling.html Article on sampling and digital filtering] (This article is a nice complement to many DSP textbooks. The discussion of ringing seems well done. ) 
     
    4141  * Speech Processing -- A Dynamic and Optimization-Oriented Approach by Li Deng and D. O'Shaughnessy.  The table of contents can be viewed on amazon.com. 
    4242  *  Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech  Recognition by Daniel Jurafsky and James H. Martin.  The table of contents (and long excerpts) can be viewed [href="www.cs.colorado.edu/~martin/slp.html here]. 
    43   * Pattern Classification by Duda, Hart, and Stork (this is about pattern recognition in general, not ASR in particular) 
     43  * Pattern Classification by Duda, Hart, and Stork. This is about pattern recognition in general, not ASR in particular.  The table of contents can be viewed [http://rii.ricoh.com/~stork/DHS.html here]. 
    4444 
    45 Gunnar Evermann's book recommendations (a summary of [htk.eng.cam.ac.uk/~ge204/refs.shtml this]) 
     45Gunnar Evermann's book recommendations (a summary of [http://htk.eng.cam.ac.uk/~ge204/refs.shtml this page]) 
    4646  * Pattern Classification by Duda, Hart, and Stork  
    4747  * Introduction to Statistical Pattern Recognition by Fukunaga