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    Author information
    First name: Nima
    Last name: Mesgarani
    DBLP: 23/1353
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    Conference paper
    Zhuo Chen, Yi Luo, Nima Mesgarani.
    Deep attractor network for single-microphone speaker separation.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Bahar Khalighinejad, Tasha Nagamine, Ashesh Mehta, Nima Mesgarani.
    NAPLib: An open source toolbox for real-time and offline Neural Acoustic Processing.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani.
    Deep clustering and conventional networks for music separation: Stronger together.
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017 2017 (0) 2017
    Conference paper
    Tasha Nagamine, Nima Mesgarani.
    Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition.
    Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 2017 (0) 2017
    Conference paper
    Zhuo Chen, Yi Luo, Nima Mesgarani.
    Speaker-independent Speech Separation with Deep Attractor Network.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Hassan Akbari, Himani Arora, Liangliang Cao, Nima Mesgarani.
    Lip2AudSpec: Speech reconstruction from silent lip movements video.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    James O'Sullivan, Zhuo Chen, Sameer A. Sheth, Guy McKhann, Ashesh D. Mehta, Nima Mesgarani.
    Neural decoding of attentional selection in multi-speaker environments without access to separated sources.
    2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, July 11-15, 2017 2017 (0) 2017
    Conference paper
    Wenhao Zhang, Hanyu Li, Minda Yang, Nima Mesgarani.
    Synaptic depression in deep neural networks for speech processing.
    2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016 2016 (0) 2016
    Conference paper
    Bahar Khalighinejad, Laura Kathleen Long, Nima Mesgarani.
    Designing a hands-on brain computer interface laboratory course.
    38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Orlando, FL, USA, August 16-20, 2016 2016 (0) 2016
    Conference paper
    Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani.
    Deep Clustering and Conventional Networks for Music Separation: Stronger Together.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Zhuo Chen, Yi Luo, Nima Mesgarani.
    Deep attractor network for single-microphone speaker separation.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Tasha Nagamine, Zhuo Chen, Nima Mesgarani.
    Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations.
    Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016 2016 (0) 2016
    Conference paper
    Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani.
    On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models.
    Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016 2016 (0) 2016
    Conference paper
    Nima Mesgarani, Mark D. Plumbley.
    Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing.
    2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2015, New Paltz, NY, USA, October 18-21, 2015 2015 (0) 2015
    Conference paper
    Minda Yang, Sameer A. Sheth, Catherine A. Schevon, Guy M. McKhann II, Nima Mesgarani.
    Speech reconstruction from human auditory cortex with deep neural networks.
    INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 2015 (0) 2015
    Conference paper
    Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani.
    Exploring how deep neural networks form phonemic categories.
    INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015 2015 (0) 2015
    Book chapter
    Nima Mesgarani.
    Stimulus Reconstruction from Cortical Responses.
    Encyclopedia of Computational Neuroscience 2014 (0) 2014
    Conference paper
    Nagaraj Mahajan, Nima Mesgarani, Hynek Hermansky.
    Principal components of auditory spectro-temporal receptive fields.
    INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014 2014 (0) 2014
    Conference paper
    Oldrich Plchot, Spyridon Matsoukas, Pavel Matejka, Najim Dehak, Jeff Z. Ma, Sandro Cumani, Ondrej Glembek, Hynek Hermansky, Sri Harish Reddy Mallidi, Nima Mesgarani, Richard M. Schwartz, Mehdi Soufifar, Z. H. Tan, Samuel Thomas, Bing Zhang 0004, Xinhui Zhou.
    Developing a speaker identification system for the DARPA RATS project.
    IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013 2013 (0) 2013
    Conference paper
    Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami.
    The UMD-JHU 2011 speaker recognition system.
    2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012 2012 (0) 2012
    Conference paper
    Nima Mesgarani, Edward Chang.
    Speech and speaker separation in human auditory cortex.
    INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012 2012 (0) 2012
    Conference paper
    Xinhui Zhou, Daniel Garcia-Romero, Nima Mesgarani, Maureen C. Stone, Carol Y. Espy-Wilson, Shihab A. Shamma.
    Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations.
    INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012 2012 (0) 2012
    Conference paper
    Samuel Thomas, Sri Harish Reddy Mallidi, Thomas Janu, Hynek Hermansky, Nima Mesgarani, Xinhui Zhou, Shihab A. Shamma, Tim Ng, Bing Zhang 0004, Long Nguyen, Spyridon Matsoukas.
    Acoustic and Data-driven Features for Robust Speech Activity Detection.
    INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012 2012 (0) 2012
    Conference paper
    Tim Ng, Bing Zhang 0004, Long Nguyen, Spyridon Matsoukas, Xinhui Zhou, Nima Mesgarani, Karel Veselý, Pavel Matejka.
    Developing a Speech Activity Detection System for the DARPA RATS Program.
    INTERSPEECH 2012, 13th Annual Conference of the International Speech Communication Association, Portland, Oregon, USA, September 9-13, 2012 2012 (0) 2012
    Conference paper
    Nima Mesgarani, Shihab A. Shamma.
    Speech processing with a cortical representation of audio.
    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic 2011 (0) 2011
    Conference paper
    Nima Mesgarani, Samuel Thomas, Hynek Hermansky.
    Adaptive Stream Fusion in Multistream Recognition of Speech.
    INTERSPEECH 2011, 12th Annual Conference of the International Speech Communication Association, Florence, Italy, August 27-31, 2011 2011 (0) 2011
    Conference paper
    Hynek Hermansky, Nima Mesgarani, Samuel Thomas.
    Performance monitoring for robustness in automatic recognition of speechi.
    2011 Symposium on Machine Learning in Speech and Language Processing, MLSLP 2011, Bellevue, WA, USA, June 27, 2011 2011 (0) 2011
    Journal article
    Nima Mesgarani, Jonathan Fritz, Shihab A. Shamma.
    A computational model of rapid task-related plasticity of auditory cortical receptive fields.
    Journal of Computational Neuroscience 2010, Volume 28 (0) 2010
    Conference paper
    Majid Mirbagheri, Nima Mesgarani, Shihab A. Shamma.
    Nonlinear filtering of spectrotemporal modulations in speech enhancement.
    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, USA 2010 (0) 2010
    Conference paper
    Samuel Thomas, Kailash Patil, Sriram Ganapathy, Nima Mesgarani, Hynek Hermansky.
    A phoneme recognition framework based on auditory spectro-temporal receptive fields.
    INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010 2010 (0) 2010
    Conference paper
    Nima Mesgarani, Samuel Thomas, Hynek Hermansky.
    A multistream multiresolution framework for phoneme recognition.
    INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010 2010 (0) 2010
    Conference paper
    Shih-Chii Liu, Nima Mesgarani, John Harris, Hynek Hermansky.
    The use of spike-based representations for hardware audition systems.
    International Symposium on Circuits and Systems (ISCAS 2010), May 30 - June 2, 2010, Paris, France 2010 (0) 2010
    Conference paper
    Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Nima Mesgarani, Hynek Hermansky.
    Data-Driven and Feedback Based Spectro-Temporal Features for Speech Recognition.
    IEEE Signal Process. Lett. 2010, Volume 17 (0) 2010
    Conference paper
    Nima Mesgarani, Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Hynek Hermansky.
    Discriminant spectrotemporal features for phoneme recognition.
    INTERSPEECH 2009, 10th Annual Conference of the International Speech Communication Association, Brighton, United Kingdom, September 6-10, 2009 2009 (0) 2009
    Conference paper
    Nima Mesgarani, Shihab A. Shamma.
    Denoising in the Domain of Spectrotemporal Modulations.
    Eurasip J. Audio, Speech and Music Processing 2007, Volume 2007 (0) 2007
    Conference paper
    Nima Mesgarani, Stephen V. David, Shihab A. Shamma.
    Representation of Phonemes in Primary Auditory Cortex: How the Brain Analyzes Speech.
    Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007 2007 (0) 2007
    Conference paper
    Ryan Rifkin, Nima Mesgarani.
    Discriminating speech and non-speech with regularized least squares.
    INTERSPEECH 2006 - ICSLP, Ninth International Conference on Spoken Language Processing, Pittsburgh, PA, USA, September 17-21, 2006 2006 (0) 2006
    Conference paper
    Nima Mesgarani, M. Slaney, Shihab A. Shamma.
    Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations.
    IEEE Transactions on Audio, Speech Language Processing 2006, Volume 14 (0) 2006
    Conference paper
    Nima Mesgarani, Shihab A. Shamma.
    Speech Enhancement Based on Filtering the Spectrotemporal Modulations.
    2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005 2005 (0) 2005
    Conference paper
    Nima Mesgarani, Shihab A. Shamma, Malcolm Slaney.
    Speech discrimination based on multiscale spectro-temporal modulations.
    2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004 2004 (0) 2004
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