Hi.  I am a 4th year Ph.D. student at Columbia University in the Laboratory for the Recognition and Organization of Speech and Audio, LabROSA, under the supervision of professor Dan Ellis.  I also collaborate in diverse projects with Nebojsa Jojic at Microsoft Research and with Bhiksha Raj at Mitsubishi Electro Research Labs (MERL)

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C.V.

• Pattern Recognition and Machine Learning Techniques for Digital Audio Organization and Modeling.
• Audio Source Separation.
• Content Based Audio Classification and Retrieval     (see a review of recent papers)
• Speech Recognition

• Thesis Proposal, Draft.
• Spectral Tracking Source Separation using Graphical Models and Loopy Belief Propagation ( with Nebojsa Jojic at MSR, In Process)
• Graphical Models and Variational Methods for Source Separation and other Audio Applications .   (with Microsoft Research)
• Generic Audio Modeling.
• Filter Optimization for Multispeaker Separation at MERL
• Tandem Acoustic Modeling for Automatic Speech Recognition Report  1 and 2.1
• User-Defined Object Classifier based in Neural Network with Optimal Selection of Visual Features using a Genetic Algorithm
• Knowledge Based Semantic Segmentation Using Evolutionary Programming

• M.J. Reyes-Gomez,N. Jojic and D.P.W. Ellis. Detailed graphical models  for source separation and missing data interpolation in audio. To appear 2004 Snowbird Machine Learning Workshop
• M.J. Reyes-Gomez, D.P.W. Ellis and N. Jojic.  Multiband Audio Modeling for Single Channel Acoustic Source Separation,  To appear ICASSP 2004.
• M.J. Reyes-Gomez, B. Raj and D.P.W. Ellis. Multi-channel Source Separation by Beamforming Trained with Factorial HMMS,  WASPAA 2003
• M.J. Reyes-Gomez and D.P.W Ellis(2003).  Selection, Parameter Estimation and Discriminative Training of Hidden Markov Models for Generic Acoustic Modeling  ICME 2003
• M.J. Reyes-Gomez, B. Raj and D.P.W. Ellis. Multi-channel source separation by factorial HMMs,   ICASSP 2003
• M.J. Reyes-Gomez and D.P.W. Ellis. Error visualization for tandem acoustic modeling on the Aurora task  ICASSP, Orlando, May 2002. 
• D.P.W. Ellis and M.J. Reyes Gomez (2001). Investigations into Tandem Acoustic Modeling for the Aurora Task  Proc. Eurospeech-01, Denmark, September 2001. (4pp) 

• Manuel J. Reyes-Gomez, Nebojsa Jojic and Daniel P.W. Ellis. "Deformable Spectrograms'".
  Workshop on Speech Separation and Comprehension in Complex Acoustic Environments. Montreal Quebec November 2004
• Manuel J. Reyes-Gomez, Nebojsa Jojic and Daniel P.W. Ellis. "Harmonics/Formants Separation and Tracking Model''. International Conference  "Auditory Scene Analysis and Speech Perception by Human and Machine''. Hanse Institute for Advanced Study, Delmenhorst, Germany August 2004.
• Manuel J. Reyes-Gomez. "Statistical Models for Source Separation, Scene Analysis and Other Audio Applications''  Victoria University, Victoria Canada, July 2004.
• Manuel J. Reyes-Gomez. "Graphical Models and Variational Methods for Source Separation and other Audio Applications.''  2003 IBM User Interface Technology (UIT) Student Symposium. IBM T.J. Watson Research Center, NY. September 2003