Deformable spectrograms

AISTATS 2005 - Proceedings of the 10th International Workshop on Artificial Intelligence and Statistics

Volumn , Issue , 2005, Pages 285-292

  Reyes Gomez, Manuel ^a   Jojic, Nebojsa ^a   Ellis, Daniel P W ^b  

^a MICROSOFT RESEARCH   (United States)

^b Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMATION MAP; EXPLICIT REPRESENTATION; EXPLICIT STATE; HARMONIC EXCITATION; LOCAL DEFORMATIONS; LOOPY BELIEF PROPAGATION; MARKOV RANDOM FIELD; NEW MODEL; SIGNAL MODELS; SPECIFIC STATE; SPECTRAL EVOLUTION; SPECTROGRAMS; TEMPORAL CORRELATIONS; TIME FREQUENCY;

ARTIFICIAL INTELLIGENCE; HIDDEN MARKOV MODELS;

DEFORMATION;

EID: 33947696291     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. S. Roweis, "One-microphone source separation", Advances in NIPS, MIT Press, 2000.
2. J. Bilmes, "Data-driven extensions to HMM statistical dependencies", Proc. ICSLP, 1998.
3. N. Jojic and B. Frey, "Learning flexible sprites in video layers", Proc. CVPR, 2001.
4. A. Levin, A. Zomet, and Y. Weiss "Learning to perceive transparency from the statistics of natural scenes", Proc. NIPS, 2002.
5. N. Jojic, B. Frey, and A. Kannan, "Epitomic Analysis of Appearance and Shape", Proc. ICCV, 2003.
6. M. Reyes-Gomez, N. Jojic, and D. Ellis, "Towards single-channel unsupervised source separation of speech mixtures: The layered harmonics/formants separation-tracking model", SAPA04. Korea 2004.
7. J.S. Yedidia, W.T. Freeman, and Y. Weiss, "Understanding Belief Propagation and its Generalizations", Exploring Artificial Intelligence in the New Millennium, Chapter 8.
8. Y. Weiss and W.T. Freeman, "Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology", Neural Computation, V13, No 10, pp 2173-2200, 2001.
9. F. Kschischang, B. Frey, and H.-A. Loeliger, "Factor Graphs and the Sum-Product Algorithm", IEEE Transactions on information theory, Vol. 47 No. 2, 2001.