Stanford Lectures

Machine Learning:
http://see.stanford.edu/see/lecturelist.aspx?coll=348ca38a-3a6d-4052-937d-cb017338d7b1

Natural Language Processing:
http://see.stanford.edu/see/courseinfo.aspx?coll=63480b48-8819-4efd-8412-263f1a472f5a


Others:
http://see.stanford.edu/see/courses.aspx

Deep Belief Networks

A introduction YouTube video: http://www.youtube.com/watch?v=AyzOUbkUf3M

On TWiki:
http://www.iro.umontreal.ca/~lisa/twiki/bin/view.cgi/Public/DeepBeliefNetworks

An implementation:
PLearn:
http://plearn.berlios.de/


A tutorial on using PLearn for DBN:
http://plearn.berlios.de/users_guide/node3.html#SECTION00340000000000000000

A 3-hour video lecture:
http://videolectures.net/jul09_hinton_deeplearn/

HTK Chinese character Encoding

When using HTK for building a Mandarin ASR, the Chinese words are represented in the MLF files are encoded in Octal numeral system.