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Shlomo Dubnov, Ph.D - Publications

Affiliations: 
EE, music  University of California, San Diego, La Jolla, CA 
Area:
Machine learning, computer music
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24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Wang C, Dubnov S. The Variable Markov Oracle: Algorithms for Human Gesture Applications Ieee Multimedia. 22: 52-67. DOI: 10.1109/Mmul.2015.76  0.368
2011 Cont A, Dubnov S, Assayag G. On the information geometry of audio streams with applications to similarity computing Ieee Transactions On Audio, Speech and Language Processing. 19: 837-846. DOI: 10.1109/Tasl.2010.2066266  0.64
2011 Dubnov S, Assayag G, Cont A. Audio Oracle analysis of musical Information Rate Proceedings - 5th Ieee International Conference On Semantic Computing, Icsc 2011. 567-571. DOI: 10.1109/ICSC.2011.106  0.599
2010 Assayag G, Bloch G, Cont A, Dubnov S. Interaction with machine improvisation The Structure of Style: Algorithmic Approaches to Understanding Manner and Meaning. 219-245. DOI: 10.1007/978-3-642-12337-5_10  0.566
2009 Dubnov S, Hinich MJ. Analyzing several musical instrument tones using the randomly modulated periodicity model Signal Processing. 89: 24-30. DOI: 10.1016/J.Sigpro.2008.07.006  0.312
2008 Dubnov S. Unified view of prediction and repetition structure in audio signals with application to interest point detection Ieee Transactions On Audio, Speech and Language Processing. 16: 327-337. DOI: 10.1109/Tasl.2007.912378  0.413
2007 Cont A, Dubnov S, Assayag G. Anticipatory model of musical style imitation using collaborative and competitive reinforcement learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4520: 285-306.  0.619
2007 Cont A, Dubnov S, Wessel D. Realtime multiple-pitch and multiple-instrument recognition for music signals using sparse non-negative constraints Proceedings of the 10th International Conference On Digital Audio Effects, Dafx 2007. 85-92.  0.598
2007 Dubnov S, Assayag G, Cont A. Audio oracle: A new algorithm for fast learning of audio structures International Computer Music Conference, Icmc 2007. 224-227.  0.625
2007 Cont A, Dubnov S, Assayag G. Guidage: A fast audio query guided assemblage International Computer Music Conference, Icmc 2007. 252-259.  0.575
2006 Assayag G, Bloch G, Chemillier M, Cont A, Dubnov S. OMax brothers: A dynamic yopology of agents for improvization learning Proceedings of the Acm International Multimedia Conference and Exhibition. 125-132. DOI: 10.1145/1178723.1178742  0.6
2006 Fisher E, Tabrikian J, Dubnov S. Generalized likelihood ratio test for voiced-unvoiced decision in noisy speech using the harmonic model Ieee Transactions On Audio, Speech and Language Processing. 14: 502-510. DOI: 10.1109/Tsa.2005.857806  0.331
2006 Dubnov S, McAdams S, Reynolds R. Structural and affective aspects of music from statistical audio signal analysis Journal of the American Society For Information Science and Technology. 57: 1526-1536. DOI: 10.1002/Asi.20429  0.342
2004 Tabrikian J, Dubnov S, Dickalov Y. Maximum A-Posteriori Probability Pitch Tracking in Noisy Environments Using Harmonic Model Ieee Transactions On Speech and Audio Processing. 12: 76-87. DOI: 10.1109/Tsa.2003.819950  0.326
2004 Dubnov S. Generalization of spectral flatness measure for non-Gaussian linear processes Ieee Signal Processing Letters. 11: 698-701. DOI: 10.1109/Lsp.2004.831663  0.314
2003 Dubnov S, Assayag G, Lartillot O, Bejerano G. Using machine-learning methods for musical style modeling Computer. 36: 73-80. DOI: 10.1109/Mc.2003.1236474  0.64
2003 Herrera-Boyer P, Peeters G, Dubnov S. Automatic Classification of Musical Instrument Sounds Journal of New Music Research. 32: 3-21. DOI: 10.1076/Jnmr.32.1.3.16798  0.328
2002 Dubnov S, Bar-Joseph Z, El-Yaniv R, Lischinski D, Werman M. Synthesizing sound textures through wavelet tree learning Ieee Computer Graphics and Applications. 22: 38-48. DOI: 10.1109/Mcg.2002.1016697  0.366
2002 Dubnov S, El-Yaniv R, Gdalyahu Y, Schneidman E, Tishby N, Yona G. A new nonparametric pairwise clustering algorithm based on iterative estimation of distance profiles Machine Learning. 47: 35-61. DOI: 10.1023/A:1013631728342  0.669
2002 Shalev-Shwartz S, Dubnov S, Friedman N, Singer Y. Robust temporal and spectral modeling for query by melody Sigir Forum (Acm Special Interest Group On Information Retrieval). 331-338.  0.496
1999 DUBNOV S. Stylistic randomness: about composing NTrope Suite Organised Sound. 4: 87-92. DOI: 10.1017/S1355771899002046  0.323
1997 Dubnov S, Tishby N, Cohen D. Polyspectra as measures of sound texture and timbre* Journal of New Music Research. 26: 277-314. DOI: 10.1080/09298219708570732  0.586
1997 Dubnov S, Tishby N. Analysis of sound textures in musical and machine sounds by means of higher order statistical features Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: 3845-3848.  0.541
1995 Dubnov S, Tishby N, Cohen D. Hearing beyond the spectrum Journal of New Music Research. 24: 342-368. DOI: 10.1080/09298219508570690  0.601
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