Nima Mesgarani

According to our database1, Nima Mesgarani authored at least 46 papers between 2004 and 2019.

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Bibliography

2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2019

Online Deep Attractor Network for Real-time Single-channel Speech Separation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Augmented Time-frequency Mask Estimation in Cluster-based Source Separation Algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Speaker-Independent Speech Separation With Deep Attractor Network.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2018

Speech Processing in the Human Brain Meets Deep Learning.
Proceedings of the Interspeech 2018, 2018

Music Source Activity Detection and Separation Using Deep Attractor Network.
Proceedings of the Interspeech 2018, 2018

Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network.
Proceedings of the Interspeech 2018, 2018

Lip2Audspec: Speech Reconstruction from Silent Lip Movements Video.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition.
Proceedings of the 34th International Conference on Machine Learning, 2017

Deep clustering and conventional networks for music separation: Stronger together.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

NAPLib: An open source toolbox for real-time and offline Neural Acoustic Processing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep attractor network for single-microphone speaker separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Neural decoding of attentional selection in multi-speaker environments without access to separated sources.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models.
Proceedings of the Interspeech 2016, 2016

Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations.
Proceedings of the Interspeech 2016, 2016

Synaptic depression in deep neural networks for speech processing.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Designing a hands-on brain computer interface laboratory course.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analyzing distributional learning of phonemic categories in unsupervised deep neural networks.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015
Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Speech reconstruction from human auditory cortex with deep neural networks.
Proceedings of the INTERSPEECH 2015, 2015

Exploring how deep neural networks form phonemic categories.
Proceedings of the INTERSPEECH 2015, 2015

2014
Stimulus Reconstruction from Cortical Responses.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Principal components of auditory spectro-temporal receptive fields.
Proceedings of the INTERSPEECH 2014, 2014

2013
Developing a speaker identification system for the DARPA RATS project.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations.
Proceedings of the INTERSPEECH 2012, 2012

Acoustic and Data-driven Features for Robust Speech Activity Detection.
Proceedings of the INTERSPEECH 2012, 2012

Developing a Speech Activity Detection System for the DARPA RATS Program.
Proceedings of the INTERSPEECH 2012, 2012

Speech and speaker separation in human auditory cortex.
Proceedings of the INTERSPEECH 2012, 2012


2011
Performance monitoring for robustness in automatic recognition of speechi.
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

Adaptive Stream Fusion in Multistream Recognition of Speech.
Proceedings of the INTERSPEECH 2011, 2011

Speech processing with a cortical representation of audio.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Data-Driven and Feedback Based Spectro-Temporal Features for Speech Recognition.
IEEE Signal Process. Lett., 2010

A computational model of rapid task-related plasticity of auditory cortical receptive fields.
Journal of Computational Neuroscience, 2010

The use of spike-based representations for hardware audition systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A phoneme recognition framework based on auditory spectro-temporal receptive fields.
Proceedings of the INTERSPEECH 2010, 2010

A multistream multiresolution framework for phoneme recognition.
Proceedings of the INTERSPEECH 2010, 2010

Nonlinear filtering of spectrotemporal modulations in speech enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Discriminant spectrotemporal features for phoneme recognition.
Proceedings of the INTERSPEECH 2009, 2009

2007
Denoising in the Domain of Spectrotemporal Modulations.
EURASIP J. Audio, Speech and Music Processing, 2007

Representation of Phonemes in Primary Auditory Cortex: How the Brain Analyzes Speech.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations.
IEEE Trans. Audio, Speech & Language Processing, 2006

Discriminating speech and non-speech with regularized least squares.
Proceedings of the INTERSPEECH 2006, 2006

2005
Speech Enhancement Based on Filtering the Spectrotemporal Modulations.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Speech discrimination based on multiscale spectro-temporal modulations.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004


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