Publications

Publication date: March 12, 2012

Audio Imputation Using the Non-negative Hidden Markov Model

LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, March 2012

J. Han, Gautham Mysore, B. Pardo

AI & Machine Learning
Audio

Publication date: September 18, 2011

A Convolutive Spectral Decomposition Approach to the Separation of Feedback from Target Speech

MLSP - IEEE International Workshop on Machine Learning for Signal Processing , September 2011

Gautham Mysore, Paris Smaragdis

Audio

Publication date: September 15, 2011

Scalable learning for geostatistics and speaker recognition

PhD Thesis, University of Maryland, College Park

Balaji Vasan Srinivasan

AI & Machine Learning
Audio

Publication date: August 27, 2011

Kernel partial least squares framework for speaker recognition

12th Annual Conference of the International Speech Communication Association (INTERSPEECH)

Balaji Vasan Srinivasan, D. Garcia-Romero, D. Zotkin, R. Duraiswami

AI & Machine Learning
Audio

Publication date: May 22, 2011

A partial least squares framework for speaker recognition

36th IEEE International Conference on Acoustics, Speech and Signal Processing

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami

AI & Machine Learning
Audio

Publication date: May 22, 2011

A Non-Negative Approach to Semi-Supervised Separation of Speech from Noise with the Use of Temporal Dynamics

ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing , May 2011

Gautham Mysore, Paris Smaragdis

Audio

Publication date: April 13, 2011

Partial least squares based speaker recognition system

Snowbird Learning Workshop

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami

AI & Machine Learning
Audio

Publication date: February 1, 2011

An Adaptive Time-Frequency Resolution Approach for Non-Negative Matrix Factorization Based Single Channel Sound Source Separation

ICASSP 2011 - International Conference on Acoustics, Speech, and Signal Processing

S. Kirbiz, Paris Smaragdis

Audio

Publication date: February 1, 2011

Nearest Subspace Representations for Sound Mixtures

ICASSP 2011 - International Conference on Acoustics, Speech, and Signal Processing

Paris Smaragdis

Audio

Publication date: September 27, 2010

Non-negative Hidden Markov Modeling of Audio with Application to Source Separation

LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, September 2010

Gautham Mysore, Paris Smaragdis, B. Raj

Best Student Paper Award

AI & Machine Learning
Audio

Publication date: August 30, 2010

Missing Data Imputation for Time-Frequency Representations of Audio Signals

In the Journal of Signal Processing Systems . August 2010

Paris Smaragdis, B. Raj, M. Shashanka

Audio

Publication date: March 14, 2010

Kernelized Rényi distance for speaker recognition

35th International Conference on Acoustics, Speech and Signal Processing

Balaji Vasan Srinivasan, R. Duraiswami, D. Zotkin

AI & Machine Learning
Audio

Publication date: February 2, 2010

The Markov Selection Model For Concurrent Speech Recognition

In IEEE International Workshop on Machine Learning for Signal Processing, 2010

Paris Smaragdis, B. Raj

Audio

Publication date: December 30, 2009

A Sparse Non-parametric Approach for Single Channel Separation of Known Sounds

In Neural Information Processing Systems. Vancouver, BC, Canada . December 2009

Paris Smaragdis, M. Shashanka, B. Raj

Audio

Publication date: October 30, 2009

User Guided Audio Selection from Complex Sound Mixtures

In the 22nd ACM Symposium on User Interface Software and Technology (UIST 09) . Victoria, BC, Canada. October 2009

Paris Smaragdis

Audio

Publication date: October 18, 2009

Separation by Humming: User Guided Sound Extraction from Monophonic Mixtures

WASPAA - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , October 2009

Paris Smaragdis, Gautham Mysore

AI & Machine Learning
Audio

Publication date: July 30, 2009

Dynamic Range Extension Using Interleaved Gains

In IEEE Transactions of Audio, Speech and Language Processing. July 2009

Paris Smaragdis

Audio

Publication date: May 30, 2009

Hidden Markov and Gaussian Mixture Models for Automatic Call Classification

In Journal of the Acoustical Society of America Express Letters. May 2009

J. Brown, Paris Smaragdis

Audio

Publication date: May 30, 2009

Relative Pitch Tracking of Multiple Arbitrary Sounds

In Journal of the Acoustical Society of America , Volume 125, Issue 5, pp. 3406-3413. May 2009

Paris Smaragdis

Audio

Publication date: November 17, 2007

Sparse Overcomplete Decomposition for Single Channel speaker Separation

In Proc. of the IEEE International Conference on Audio and Speech Signal Processing (ICASSP)

M. Shashanka, B. Raj, Paris Smaragdis

AI & Machine Learning
Audio