Computational Intelligence, SS08
2 VO 442.070 + 1 RU 708.070 last updated:
General
Course Notes (Skriptum)
Online Tutorials
Introduction to Matlab
Neural Network Toolbox
OCR with ANNs
Adaptive Filters
VC dimension
Gaussian Statistics
PCA, ICA, Blind Source Separation
Hidden Markov Models
Mixtures of Gaussians
Automatic Speech Recognition
Practical Course Slides
Homework
Exams
Animated Algorithms
Interactive Tests
Key Definitions
Downloads
Literature and Links
News
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Bibliography

1
L. Rabiner, B. Juang. Fundamentals of Speech Recognition. PTR Prentice Hall (Signal Processing Series), Englewood Cliffs NJ, 1993, ISBN 0-13-015157-2.
2
B. Gold, N. Morgan. Speech and audio signal processing: processing and perception of speech, and music. John Wiley and Sons Inc., 1999, ISBN: 0471351547.
3
X. Huang, A. Acero, H. Hon. Spoken Language processing: A Guide to Theory, Algorithm and System Development. Prentice Hall, Redmond, Washington, 2001.
4
M. Baum. SpeechDat-AT: A telephone speech database for Austrian German. Proceedings of the LREC Workshop ``Very Large Telephone Databases (XLDB)'', Athens, Greece, 2000. http://www.inw.tugraz.at/spsc/PubSpeech0001.pdf
5
S. Young, G. Evermann, T. Hain, D. Kershaw, G. Moore, J. Odell, D. Ollason, D. Povey, V. Valtchev, P. Woodland. The HTK Book. Revised for HTK Version 3.2 Dec. 2002. http://htk.eng.cam.ac.uk/