Adobe Research » Publications

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: November 1, 2013

Will your Facebook post be engaging?

Workshop on User Engagement Optimization at ACM International Conference on Information and Knowledge Management

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, V. Gupta, Shriram Revankar, B. Ravindran

AI & Machine Learning
Content Intelligence

Publication date: September 15, 2013

AttribIt: Content Creation with Semantic Attributes

UIST

Siddhartha Chaudhuri, Evangelos Kalogerakis, Stephen Giguere, Thomas Funkhouser

AI & Machine Learning
Graphics (2D & 3D)
Human Computer Interaction

Publication date: September 1, 2013

KNN Matting

CVPR 2012 / TPAMI 2013

Qifeng Chen, Dingzeyu Li, Chi-Keung Tang

AI & Machine Learning
Computer Vision, Imaging & Video

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: July 13, 2013

Moocdb: Developing data standards for MOOC data science

AIED 2013 MOOC Workshop

Kalyan Veeramachaneni, Franck Dernoncourt, Colin Taylor, Zachary Pardos, Una-May O’Reilly

AI & Machine Learning

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

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

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

AI & Machine Learning
Audio

Publication date: October 7, 2012

Interactive facial feature localization

European Conf. Computer Vision

Vuong Le, Jonathan Brandt, Zhe Lin, Lubomir Bourdev, Thomas Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 23, 2012

Language Informed Bandwidth Expansion

IEEE International Workshop on Machine Learning for Signal Processing

Jinyu Han, Gautham Mysore, Paris Smaragdis

AI & Machine Learning
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

AI & Machine Learning
Audio

Publication date: September 5, 2012

Joint inference of Soft Biometric Features

5th IAPR International Conference on Biometrics, {ICB} 2012, New Delhi, India

Niyati Chhaya, Tim Oates

AI & Machine Learning
Natural Language Processing

Publication date: July 25, 2012

A Probabilistic Model for Component-Based Shape Synthesis

SIGGRAPH

Evangelos Kalogerakis, Siddhartha Chaudhuri, Daphne Koller, Vladlen Koltun

AI & Machine Learning
Graphics (2D & 3D)

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

AI & Machine Learning
Audio

Publication date: June 8, 2012

Of the Use of Natural Dialogue to Hide MCQs in Serious Games

RECITAL 2012

Franck Dernoncourt

AI & Machine Learning
Natural Language Processing

Publication date: May 24, 2012

Designing an intelligent dialogue system for serious games

RJC EIAH 2012

Franck Dernoncourt

AI & Machine Learning
Intelligent Agents & Assistants

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

AI & Machine Learning
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

AI & Machine Learning
Audio

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