Publications

Publication date: March 25, 2012

Noise-Robust Dynamic Time Warping Using PLCA Features

ICASSP - IEEE International Conference on Acoustics, Speech, and Signal Processing , March 2012

B. King, Paris Smaragdis, Gautham Mysore
  • Adobe Research icon Audio

Publication date: March 25, 2012

UMD-JHU 2011 Speaker Recognition System

37th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

D. Garcia-Romero, X. Zhou, D. Zotkin, Balaji Vasan Srinivasan, Y. Luo, S. Ganapathy, S. Thomas, S. Nemala, G. Sivaram, M. Mirbagheri, S. Mallidi, T. Janu, P. Rajan, N. Mesgarani, M. Elhilali, H. Hermansy, S. Shamma, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
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Publication date: March 25, 2012

Following Musical Sources by Example

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Paris Smaragdis, Gautham Mysore
  • Adobe Research icon Audio

Publication date: March 12, 2012

A Non-negative Approach to Language Informed Speech Separation

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

Gautham Mysore, Paris Smaragdis
  • Adobe Research icon Audio

Publication date: March 12, 2012

Online PLCA for Real-Time Semi-supervised Source Separation

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

Z. Duan, Gautham Mysore, Paris Smaragdis
  • Adobe Research icon Audio

Publication date: March 12, 2012

Sound Recognition in Mixtures

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

J. Nam, Gautham Mysore, Paris Smaragdis
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning
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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
  • Adobe Research icon Audio

Publication date: September 15, 2011

Scalable learning for geostatistics and speaker recognition

PhD Thesis, University of Maryland, College Park

Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
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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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
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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
  • Adobe Research icon Audio

Publication date: April 13, 2011

Partial least squares based speaker recognition system

Snowbird Learning Workshop

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon Audio

Publication date: February 1, 2011

Nearest Subspace Representations for Sound Mixtures

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

Paris Smaragdis
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
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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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon Audio
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