From learning music to learning to separate

Forum Acusticum Budapest 2005: 4th European Congress on Acustics

Volumn , Issue , 2005, Pages 1545-1549

  Smaragdis, Paris ^a  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO PROCESSING; BUILDING ELEMENT; DIMENSIONALITY REDUCTION; MUSICAL AUDIO; MUSICAL STRUCTURES; SPARSE REPRESENTATION;

AUDIO ACOUSTICS;

EID: 84864598066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Hoffman, T. "Unsupervised Learning by Probabilistic Latent Semantic Analysis", Machine Learning, vol. 42, pp. 177-196, 2001.
2. Dempster, A.P., N.M. Laird, and D.B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," In Journal of Royal Statistical Society B, vol. 39, no. 1, pp. 1-38, 1977.
3. Smaragdis, P. and J.C. Brown, "Non-negativeMatrix Factorization for Polyphonic Music Transcription", in IEEEWorkshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp. 177-180, October 2003.
4. Abdallah, S.A. and M.D. Plumbley, "Polyphonic transcription by non-negative sparse coding of power spectra", in Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR 2004), Barcelona, Spain, October 10-14, 2004.
5. Hyvärinen, A. "Survey on Independent Component Analysis", available online at: http://www.cis.hut.fi/aapo/papers/NCS99web/
6. Olshausen B.A. and D.J. Field, "Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images", in Nature, 381: 607-609, (1996)
7. Smaragdis, P. "Redundancy Reduction for Computational Audition, a Unifying Approach", Ph.D. dissertation, Massachusetts Institute of Technology, 2001.