Publications

Publication date: May 1, 2013

Prediction Based Filtering and Smoothing to Exploit Temporal Dependencies in NMF

ICASSP 2013 – Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013

N. Mohammadiha, Paris Smaragdis, A. Leijon
  • Adobe Research icon Audio

Publication date: March 20, 2013

A symmetric kernel partial least squares framework for speaker recognition

IEEE Transactions on Audio, Speech and Language Processing

Balaji Vasan Srinivasan, Y. Luo, D. Garcia-Romero, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 1, 2012

UnderScore: Musical Underlays for Audio Stories

Proceedings of the 25th annual ACM Symposium on User interface Software and Technology

S. Rubin, F. Berthouzoz, Gautham Mysore, Wilmot Li, M. Agrawala
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: September 23, 2012

Language Informed Bandwidth Expansion

IEEE International Workshop on Machine Learning for Signal Processing

Jinyu Han, Gautham Mysore, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: September 9, 2012

Speech Enhancement by Online Non-negative Spectrogram Decomposition in Non-stationary Noise Environments

Interspeech

Zhiyao Duan, Gautham Mysore, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 26, 2012

Variational Inference in Non-negative Factorial Hidden Markov Models for Efficient Audio Source Separation

Proceedings of the International Conference on Machine Learning (ICML)

Gautham Mysore, Maneesh Sahani
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: March 25, 2012

Clustering and Synchronizing Multi-camera Video via Landmark Cross-Correlation

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

Nicholas J. Bryan, Paris Smaragdis, Gautham Mysore
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: March 25, 2012

Following Musical Sources by Example

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

Paris Smaragdis, Gautham Mysore
  • Adobe Research icon Audio

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
  • Adobe Research icon Audio

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
  • Adobe Research icon 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
  • 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
  • Adobe Research icon 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
  • 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
  • Adobe Research icon 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
  • Adobe Research icon Audio
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