Adobe Research » Publications

Publication date: August 1, 2015

Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? – A Dataset, Insights, and Challenges

IEEE Signal Processing Letters

Gautham Mysore

Audio

Publication date: April 19, 2015

Speaker and Noise Independent Online Single Channel Speech Enhancement

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

Francois Germain, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 19, 2015

Speech Dereverberation using a Learned Speech Model

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

Dawen Liang, Matt Hoffman, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 19, 2015

Efficient Manifold Preserving Audio Source Separation using Locality Sensitive Hashing

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

Minje Kim, Paris Smaragdis, Gautham Mysore

AI & Machine Learning
Audio

Publication date: April 18, 2015

Lamello: Passive Acoustic Sensing for Tangible Input Components

ACM Conference on Human Factors in Computing Systems (CHI)

Valkyrie Savage, Andrew Head, Bjorn Hartmann, Dan Goldman, Gautham Mysore, Wilmot Li

Audio
Human Computer Interaction

Publication date: October 1, 2014

Stopping Criteria for Non-negative Matrix Factorization Based Supervised and Semi-Supervised Source Separation

IEEE Signal Processing Letters

Francois Germain, Gautham Mysore

AI & Machine Learning
Audio

Publication date: August 12, 2014

The Visual Microphone: Passive Recovery of Sound from Video

ACM Transactions on Graphics (SIGGRAPH)

Abe Davis, Michael Rubinstein, Neal Wadhwa, Gautham Mysore, Fredo Durand, William T. Freeman

Audio
Computer Vision, Imaging & Video

Publication date: July 30, 2014

Eigenmode Compression for Modal Sound Models

ACM Transactions on Graphics (Proc. of SIGGRAPH)

Tim Langlois, Steven S. An, Kelvin K. Jin, Doug James

Audio
Graphics (2D & 3D)

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

Audio
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Audio
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

AI & Machine Learning
Audio
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

AI & Machine Learning
Audio

Publication date: August 25, 2013

Speaker and Noise Independent Voice Activity Detection

Interspeech

Francois Germain, Dennis Sun, Gautham Mysore

Best Student Paper Award

AI & Machine Learning
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

AI & Machine Learning
Audio
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

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

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

AI & Machine Learning
Audio
Human Computer Interaction

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