The Institute of Computer Science - The Machine Learning Lab

Selected Publications in Signal Processing

All papers are pdf or PostScript files compressed with Gzip

Speaker Recognition by Gaussian Information Bottleneck

Ron M Hecht, Elad Noor , and Naftali Tishby
Prepared: April 2009. Submitted to InterSpeech 2009. 4 pages.


Extraction of Relevant Speech Features using the Information Bottleneck Method

Ron M Hecht and Naftali Tishby
Prepared: June 2005. In Proceedings of "InterSpeech, (Lisbon) 2005". 4 pages.

Spike sorting in the frequency domain with overlap detection

Dimitry Rinberg, William Bialek, Hanan Davidowitz, and Naftali Tishby
Prepared: Last version: May 2003.
Submmitted for publication.
27 pages + 11 figures.

Spotting Neural Spike Patterns via Decomposition into Types

Itay Gat and Naftali Tishby
Prepared: May 1999. Submitted to "NIPS-99". 7 pages.

Multi-electrode Spike Sorting by Clustering Transfer Functions

Dimitry Rinberg, Hanan Davidowitz and Naftali Tishby
Prepared: December 1998
Appeared: Proceedings of NIPS-98
6 pages .

Analysis of sound textures in musical and machine sounds by means of higher order statistical features

Shlomo Dubnov and Naftali Tishby
Prepared: December 1996
Appeared: Proceedings of ICASSP-97
4 pages 2350924 bytes.

Influence Of Frequency Modulating Jitter On Higher Order Moments Of Sound Residual With Applications To Synthesis and Classification.

Shlomo Dubnov, Naftali Tishby and Dalia Cohen
Prepared: May 1996
Appeared: Proceedings of International Computer Music Conference, Hong-Kong, 1996
8 pages 1932063 bytes.

Testing For Gaussianity and Non Linearity In The Sustained Portion Of Musical Sounds.

Shlomo Dubnov and Naftali Tishby
Prepared: April 1996
Appeared: Proceedings of the Journees Informatique Musicale, May 1996
8 pages 240152 bytes.

The Hierarchical Hidden Markov Model: Analysis and Applications

Shai Fine , Yoram Singer and Naftali Tishby
Prepared: March 1995, submitted to ML, 13 pages 326428 bytes.

Cortical Activity Flips Among Quasi Stationary States

Moshe Abeles, Hagai Bergman, Itay Gat, Isaac Meilijson, Eyal Seidemann, Naftali Tishby, Eilon Vaadia
Prepared: Feb 1, 1995, Appeared in the Proceedings of the National Academy of Science (PNAS), Sep. 1995. 25 pages 132420 bytes.

Hearing Beyond The Spectrum

Shlomo Dubnov, Naftali Tishby, Dalia Cohen
Prepared: January 1995, Appeared: Journal of New Music Research, Vol. 25 (1996), 23 pages 1810659 bytes.

Dynamical Encoding of Cursive Handwriting

Yoram Singer and Naftali Tishby
Prepared:
Appeared in Biological Cybernetics (1993). 11 pages 618,496 bytes.

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