Publications

Publication date: July 30, 2014

Inverse-Foley Animation: Synchronizing rigid-body motions to sound

ACM Transactions on Graphics (Proc. of SIGGRAPH)

Tim Langlois, Doug James
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 9, 2014

Exploiting Long-Term Temporal Dependencies in NMF using Recurrent Neural Networks with Application to Source Separation

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

Nicolas Boulanger-Lewandowski, Gautham Mysore, Matthew Hoffman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 9, 2014

Speech Decoloration based on the Product-of-Filters Model

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

Dawen Liang, Daniel P. W. Ellis, Matthew Hoffman, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 1, 2014

Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view

IEEE Signal Processing Magazine Special Issue on Source Separation and Applications

Paris Smaragdis, Cedric Fevotte, Gautham Mysore, Nasser Mohammadiha, Matthew Hoffman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: April 26, 2014

ISSE: An Interactive Source Separation Editor

ACM Human Factors in Computing Systems (CHI)

Nicholas J. Bryan, Gautham Mysore, Ge Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: November 4, 2013

Source Separation of Polyphonic Music With Interactive User-Feedback on a Piano Roll Display

International Society for Music Information Retrieval Conference (ISMIR)

Nicholas J. Bryan, Gautham Mysore, Ge Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: November 4, 2013

Combining Modeling of Singing Voice and Background Music for Automatic Separation of Musical Mixtures

International Society of Music Information Retrieval Conference (ISMIR)

Zafar Rafii, Francois Germain, Dennis Sun, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: August 25, 2013

Speaker and Noise Independent Voice Activity Detection

Interspeech

Francois Germain, Dennis Sun, Gautham Mysore
Best Student Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 16, 2013

An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation

International Conference on Machine Learning (ICML)

Nicholas J. Bryan, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: May 1, 2013

Blind Multi-Channel Source Separation by Circular-Linear Statistical Modeling of Phase DifferencesPhysics Storyboards

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

J. Traa, Paris Smaragdis
  • Adobe Research icon Audio

Publication date: May 1, 2013

Collaborative Audio Enhancement Using Probabilistic Latent Component Sharing

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

M. Kim, Paris Smaragdis
  • Adobe Research icon Audio

Publication date: May 1, 2013

Interactive Refinement Of Supervised And Semi-Supervised Sound Source Separation Estimates

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

Nicholas J. Bryan, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

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
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