Speech Recognition Books/OpenCourseware

Educational Resources:

• David Gelbart's collection of links:

 http://www.icsi.berkeley.edu/~gelbart/edu.html

Speech Blogs:

•  http://www.speechtechblog.com

Books: 

• SPEECH and LANGUAGE PROCESSING: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, By  Daniel Jurafsky and  James H. Martin, second edition draft chapters

Google Book Previews:

•  Statistical Methods for Speech Recognition, By Frederick Jelinek

• Computer Speech: Recognition, Compression, Synthesis, By Manfred

OpenCourseware:

• Stanford
  
  • CS 224S/Linguist 136/236
• MIT
  
  • 6.345 Automatic Speech Recognition (2003)
  • 6.541J / 24.968J / HST.710J Speech Communication (2004)
• ISIP ON-line courses
  • ISIP 0000 - Fundamentals of Speech Recognition: This is a half-week short course on hidden Markov model approaches to speech recognition.
  • ECE 7000 - Special Topics in Speech Recognition: A series of one-hour seminars on current topics in speech recognition.
  • ASE 6713 - Introduction to Acoustics: A three-hour overview of the role of acoustics in speech processing.

Online Tutorials:

•  ISIP