People / Gautham J. Mysore
Gautham J. Mysore
Research Scientist
I am a research scientist at Adobe’s Advanced Technology Labs in San Francisco. I received my Ph.D. and M.A. from the Center for Computer Research in Music and Acoustics (CCRMA) at Stanford University and my M.S. in Electrical Engineering also from Stanford. I have previously been a visiting researcher at the Gatsby Computational Neuroscience Unit at the University College London. I have also previously spent time at Microsoft Research and the Department of Electrical Communication Engineering at the lndian Institute of Science.
I work on signal processing and machine learning applied to audio. I like to get right into the math and develop new algorithms. I also like to work on all kinds of practical audio applications.
Publications |
Following Musical Sources by Example
Paris Smaragdis, Gautham J. Mysore (Mar 25, 2012)
ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing, March 2012
Clustering and Synchronizing Multi-camera Video via Landmark Cross-correlation
Nicholas Bryan, Paris Smaragdis, Gautham J. Mysore (Mar 25, 2012)
ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing, March 2012
Noise-Robust Dynamic Time Warping Using PLCA Features
Brian King, Paris Smaragdis, Gautham J. Mysore (Mar 25, 2012)
ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing, March 2012
A Non-negative Approach to Language Informed Speech Separation
Gautham J. Mysore, Paris Smaragdis (Mar 12, 2012)
LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, March 2012
Audio Imputation Using the Non-negative Hidden Markov Model
Jinyu Han, Gautham J. Mysore, Bryan Pardo (Mar 12, 2012)
LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, March 2012
Sound Recognition in Mixtures
Juhan Nam, Gautham J. Mysore, Paris Smaragdis (Mar 12, 2012)
LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, March 2012
Online PLCA for Real-Time Semi-supervised Source Separation
Zhiyao Duan, Gautham J. Mysore, Paris Smaragdis (Mar 12, 2012)
LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, March 2012
A Convolutive Spectral Decomposition Approach to the Separation of Feedback from Target Speech
Gautham J. Mysore, Paris Smaragdis (Sep 18, 2011)
MLSP - IEEE International Workshop on Machine Learning for Signal Processing, September 2011
A Non-Negative Approach to Semi-Supervised Separation of Speech from Noise with the Use of Temporal Dynamics
Gautham J. Mysore, Paris Smaragdis (May 22, 2011)
ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2011
Non-negative Hidden Markov Modeling of Audio with Application to Source Separation
Gautham J. Mysore, Paris Smaragdis, Bhiksha Raj (Sep 27, 2010)
LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, September 2010
Best Student Paper Award
Separation by Humming: User Guided Sound Extraction from Monophonic Mixtures
Gautham J. Mysore, Paris Smaragdis (Oct 18, 2009)
WASPAA - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, October 2009
Multipitch Estimation using Sparse Impulse Distributions and Instrument Specific Priors
Gautham J. Mysore, Paris Smaragdis (Jun 18, 2009)
IMCL - International Conference on Machine Learning (ICML) Workshop on Sparse Methods for Music Audio, June 2009
Relative Pitch Estimation of Multiple Instruments
(Apr 19, 2009)
ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing, April 2009
Probabilistic Factorization of Non-Negative Data with Entropic Co-occurrence Constraints
Paris Smaragdis, Madhusudhana Shashanka, Bhiksha Raj, Gautham J. Mysore (Mar 15, 2009)
ICA - International Conference on Independent Component Analysis and Signal Separation, March 2009
