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Abdallah, S., Noland, K., Sandler, M., Rhodes, C. and Casey, M., "Using Duration Models To Reduce Fragmentation in Audio Segmentation", Journal of Machine Learning Research, special issue on Machine Learning for Music, November 2006
Casey, M. "Acoustic Lexemes for Organizing Internet Audio", Contemporary Music Review special issue on Internet Music, A. Marsden and A. Hugil (Eds.), October 2005
Hershey, J. and Casey, M. "Audiovisual Source Separation Using Hidden Markov Models.", Advances in Neural Information Processing Systems, 14, MIT Press, 2002.
Casey, M. "Understanding Musical Sound with Forward Models and Physical Models", Connection Science 6:2, 1995.
Casey, M. and Slaney, M. "Fast Recognition of Remixed Music Audio", submitted to IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), HI, USA, May 2007
Casey, M., "Integrating Low Level Metadata in Multimedia Database Mangement Systems", Presented at Audio Engeneering Society 25th International Conference, London, 2004.
Divakaran, A., Regunathan, R., Xiong, Z., and Casey, M., "Procedure for audio-assisted browsing of news video using generalized sound recognition", Proc. SPIE Vol. 5021, p. 160-166, Storage and Retrieval for Media Databases 2003; Minerva M. Yeung, Rainer W. Lienhart, Chung-Sheng Li; Eds. Jan 2003
Casey, M. "Computational Creativity with Acoustic Bayesian Models", Proceedings of AISB '03 Symposium on Artificial Intelligence and Creativity in Arts and Science, Aberystwyth, April, 2003.
Casey, M. "Musical Structure and Content Repurposing with Bayesian Models", Proceedings of the Cambridge Music Processing Colloquium, University of Cambridge, April, 2003.
Casey, M., "Reduced-Rank Spectra and Minimum Entropy Priors for Generalized Sound Recognition", Proceedings of the Workshop on Consistent and Reliable Cues for Sound Analysis, EUROSPEECH 2001, Aalborg, Denmark, September 2001.
Casey, M. and Westner, A., "Separation of Mixed Audio Sources by Independent Subspace Analysis", in Proceedings of the International Computer Music Conference, ICMA, Berlin, August, 2000.
Casey, M. "Representation of Musical Signals by Independent Component Cross Entropies", presented at Advances in Neural Information Processing Systems, workshop on Neural Models of Music Processing. Denver, CO 1999.
Casey, M., "Independent Component Analysis and Sound Synthesis", presented at the International Conference on Auditory Display, Palo Alto, CA, November 1997.
Casey, M. and Wachman, J., "Unsupervised Cross-Modal Analysis of Discourse", Proceedings of the Workshop on the Integration of Gesture and Language in Speech, Delaware, October 1996.
Casey, M. and Smaragdis, P., "Netsound: Structured Audio Encoding and Rendering", Proceedings of the International Computer Music Conference, ICMA, Hong Kong, September, 1996
Casey, M., "Multi-Model Classification as Basis for Computational Timbre Understanding", in Proceedings of the International Conference on Music Perception and Cognition, Montreal, August 1996.
Casey, M., "Practice Makes Perfect: Distal Learning of Musical Instrument Control Parameters", International Conference on Music Perception and Cognition, Philadelphia, July 1993.
Casey, M., "General Audio Information Retrieval", in MMIR MultiMedia Information Retrieval:, Roberto Raieli and Perla Innocenti (Eds.), AIDA, Rome 2004 ISBN 88-901144-9-5
Casey, M., "Sound Classification and Similarity Tools", in B.S. Manjunath, P. Salembier and T. Sikora, (Eds), Introduction to MPEG-7: Multimedia Content Description Language, J. Wiley, 2002
Casey, M. "NetSound", chapter in R. Boulanger and B. Vercoe, (Eds.), The Csound Book. MIT Press, Cambridge, 2000.
Casey, M., "Understanding Musical Sound with Forward Models and Physical Models", in Musical Networks: Parallel Distributed Perception and Performance, Niall Griffith and Peter M. Todd(eds.), Cambridge, MIT Press, 1998.