Hidden Markov Classifier for Music Genres
COMP 540 Adaptive Systems Term
Project
References:
-
Chai, Wei and Vercoe, Barry. Folk Music Classification Using Hidden
Markov Models. Proceedings of International Conference on
Artificial Intelligence, June 2001. http://www.media.mit.edu/~chaiwei/papers/chai_ICAI183.pdf
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Rabiner, Lawrence R. Tutorial on Hidden Markov Models and Selected
Applications in Speech Recognition. Proceedings of the
IEEE. Vol. 77, No. 2, February 1989.
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Chai, Wei. Melody Retrieval on the Web. Master thesis. MIT 2001
-
Scott, Paul. Music Classification using Neural Networks. EE 373B Project, Spring
2001.
http://www.stanford.edu/class/ee373a/musicclassification.pdf.
-
Burges, C.J.C., J.C. Platt, and S. Jana. Distortion Discriminant Analysis for Audio
Fingerprinting. Microsoft Research Technical Report MSR-TR-2001-116. December,
2001.
- Rabiner, Lawrence. A tutorial on hidden Markov models and selected applications in
speech recognition. Proceedings of the IEEE, 77:2(257-286), 1989.
- Young, Steve, Gunnar Evermann, Dan Kershaw, Gareth Moore, Julian Odell, Dave
Ollason, Valtcho Valtchev, Phil Woodland. The HTK Book (for HTK Version 3.1).
http://htk.eng.cam.edu/. Cambridge University Engineering Department, December
2001.
- Bengio, Yoshua. Neural Networks for Speech and sequence Recognition.
International Computer Press, London, 1996.
This page last updated Dec-12-2002.