Michael I. Mandel

According to our database1, Michael I. Mandel authored at least 47 papers between 2004 and 2018.

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Bibliography

2018
Bubble Cooperative Networks for Identifying Important Speech Cues.
Proceedings of the Interspeech 2018, 2018

Concatenative Resynthesis with Improved Training Signals for Speech Enhancement.
Proceedings of the Interspeech 2018, 2018

Large Vocabulary Concatenative Resynthesis.
Proceedings of the Interspeech 2018, 2018

2017
Concatenative Resynthesis Using Twin Networks.
Proceedings of the Interspeech 2017, 2017

Active learning for low-resource speech recognition: Impact of selection size and language modeling data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

An evaluation of score-informed methods for estimating fundamental frequency and power from polyphonic audio.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Confused or not Confused?: Disentangling Brain Activity from EEG Data Using Bidirectional LSTM Recurrent Neural Networks.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Multichannel Spatial Clustering Using Model-Based Source Separation.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016
Multichannel Spatial Clustering for Robust Far-Field Automatic Speech Recognition in Mismatched Conditions.
Proceedings of the Interspeech 2016, 2016

Directly Comparing the Listening Strategies of Humans and Machines.
Proceedings of the Interspeech 2016, 2016

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks.
Proceedings of the Interspeech 2016, 2016

Deep beamforming networks for multi-channel speech recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Exciting estimated clean spectra for speech resynthesis.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Audio super-resolution using concatenative resynthesis.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Enforcing consistency in spectral masks using Markov random fields.
Proceedings of the 23rd European Signal Processing Conference, 2015

Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014
Generalizing time-frequency importance functions across noises, talkers, and phonemes.
Proceedings of the INTERSPEECH 2014, 2014

Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Learning a concatenative resynthesis system for noise suppression.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Learning an intelligibility map of individual utterances.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Classification based binaural dereverberation.
Proceedings of the INTERSPEECH 2013, 2013

2012
Learning Algorithms for the Classification Restricted Boltzmann Machine.
Journal of Machine Learning Research, 2012

A Study of Intonation in Three-Part Singing using the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT).
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

2011
Contextual tag inference.
TOMCCAP, 2011

Combining localization cues and source model constraints for binaural source separation.
Speech Communication, 2011

Autotagging music with conditional restricted Boltzmann machines
CoRR, 2011

Characterizing singing voice fundamental frequency trajectories.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

2010
Model-Based Expectation-Maximization Source Separation and Localization.
IEEE Trans. Audio, Speech & Language Processing, 2010

Evaluating Source Separation Algorithms With Reverberant Speech.
IEEE Trans. Audio, Speech & Language Processing, 2010

Learning Tags that Vary Within a Song.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Scalable Genre and Tag Prediction with Spectral Covariance.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009
The Ideal Interaural Parameter Mask: A bound on binaural separation systems.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Improving MIDI-audio alignment with acoustic features.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Evaluation of Algorithms Using Games: The Case of Music Tagging.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008
Active Learning for Interactive Multimedia Retrieval.
Proceedings of the IEEE, 2008

Multiple-Instance Learning for Music Information Retrieval.
Proceedings of the ISMIR 2008, 2008

Source separation based on binaural cues and source model constraints.
Proceedings of the INTERSPEECH 2008, 2008

Cross-correlation of beat-synchronous representations for music similarity.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A Web-Based Game for Collecting Music Metadata.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

2006
Support vector machine active learning for music retrieval.
Multimedia Syst., 2006

An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

A probability model for interaural phase difference.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2006

2005
Song-Level Features and Support Vector Machines for Music Classification.
Proceedings of the ISMIR 2005, 2005

2004
Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Visual Hand Tracking Using Nonparametric Belief Propagation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Modeling Physical Capabilities of Humanoid Agents Using Motion Capture Dat.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004


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