Shihab A. Shamma

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 12

Top Topics

Receptive Fields

Temporal Coherence

Granger Causality

Top Venues

Frontiers Comput. Neurosci.

Publications

Yashish M. Siriwardena, Carol Y. Espy-Wilson, Shihab A. Shamma
Learning to Compute the Articulatory Representations of Speech with the MIRRORNET. INTERSPEECH (2023)
Giorgia Cantisani, Amirhossein Chalehchaleh, Giovanni M. Di Liberto, Shihab A. Shamma
Investigating the cortical tracking of speech and music with sung speech. INTERSPEECH (2023)
Rahil Parikh, Gaspar Rochette, Carol Y. Espy-Wilson, Shihab A. Shamma
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models. CoRR (2022)
Rahil Parikh, Ilya Kavalerov, Carol Y. Espy-Wilson, Shihab A. Shamma
Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems. CoRR (2022)
Rahil Parikh, Ilya Kavalerov, Carol Y. Espy-Wilson, Shihab A. Shamma
Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems. ICASSP (2022)
Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab A. Shamma, Carol Y. Espy-Wilson
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. CoRR (2022)
Giovanni M. di Liberto, Jingping Nie, Jeremy Yeaton, Bahar Khalighinejad, Shihab A. Shamma, Nima Mesgarani
Neural representation of linguistic feature hierarchy reflects second-language proficiency. NeuroImage 227 (2021)
Jordan D. Chambers, Diego Elgueda, Jonathan B. Fritz, Shihab A. Shamma, Anthony N. Burkitt, David B. Grayden
Computational Neural Modeling of Auditory Cortical Receptive Fields. Frontiers Comput. Neurosci. 13 (2019)
Alireza Sheikhattar, Jonathan B. Fritz, Shihab A. Shamma, Behtash Babadi
Recursive Sparse Point Process Regression With Application to Spectrotemporal Receptive Field Plasticity Analysis. IEEE Trans. Signal Process. 64 (8) (2016)
Eva R. M. Joosten, Shihab A. Shamma, Christian Lorenzi, Peter Neri
Dynamic Reweighting of Auditory Modulation Filters. PLoS Comput. Biol. 12 (7) (2016)
Alireza Sheikhattar, Sina Miran, Jonathan B. Fritz, Shihab A. Shamma, Behtash Babadi
Probing the functional circuitry underlying auditory attention via dynamic granger causality analysis. ACSSC (2016)
Sahar Akram, Alessandro Presacco, Jonathan Z. Simon, Shihab A. Shamma, Behtash Babadi
Robust decoding of selective auditory attention from MEG in a competing-speaker environment via state-space modeling. NeuroImage 124 (2016)
Alireza Sheikhattar, Jonathan B. Fritz, Shihab A. Shamma, Behtash Babadi
Adaptive sparse logistic regression with application to neuronal plasticity analysis. ACSSC (2015)
Alireza Sheikhattar, Jonathan B. Fritz, Shihab A. Shamma, Behtash Babadi
Recursive Sparse Point Process Regression with Application to Spectrotemporal Receptive Field Plasticity Analysis. CoRR (2015)
Chengcheng Huang, Bernhard Englitz, Shihab A. Shamma, John Rinzel
A neuronal network model for context-dependence of pitch change perception. Frontiers Comput. Neurosci. 9 (2015)
Lakshmi Krishnan, Mounya Elhilali, Shihab A. Shamma
Segregating Complex Sound Sources through Temporal Coherence. PLoS Comput. Biol. 10 (12) (2014)
Sahar Akram, Jonathan Z. Simon, Shihab A. Shamma, Behtash Babadi
A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment. NIPS (2014)
Majid Mirbagheri, Yanbo Xu, Sahar Akram, Shihab A. Shamma
Speech enhancement using convolutive nonnegative matrix factorization with cosparsity regularization. INTERSPEECH (2013)
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. ICASSP (2012)
Ian H. Stevenson, Brian M. London, Emily R. Oby, Nicholas A. Sachs, Jacob Reimer, Bernhard Englitz, Stephen V. David, Shihab A. Shamma, Timothy J. Blanche, Kenji Mizuseki, Amin Zandvakili, Nicholas G. Hatsopoulos, Lee E. Miller, Konrad P. Körding
Functional Connectivity and Tuning Curves in Populations of Simultaneously Recorded Neurons. PLoS Comput. Biol. 8 (11) (2012)
Majid Mirbagheri, Yanbo Xu, Shihab A. Shamma
Dimension reduction in regression using Gaussian Mixture Models. ICASSP (2012)
Xinhui Zhou, Daniel Garcia-Romero, Nima Mesgarani, Maureen L. 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)
Majid Mirbagheri, Sahar Akram, Shihab A. Shamma
An Auditory Inspired Multimodal Framework for Speech Enhancement. INTERSPEECH (2012)
Kailash Patil, Daniel Pressnitzer, Shihab A. Shamma, Mounya Elhilali
Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Comput. Biol. 8 (11) (2012)
Majid Mirbagheri, Yanbo Xu, Shihab A. Shamma
Pitch estimation using mutual information. SAPA@INTERSPEECH (2012)
Samuel Thomas, Sri Harish Reddy Mallidi, Thomas Janu, Hynek Hermansky, Nima Mesgarani, Xinhui Zhou, Shihab A. Shamma, Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas
Acoustic and Data-driven Features for Robust Speech Activity Detection. INTERSPEECH (2012)
Nima Mesgarani, Shihab A. Shamma
Speech processing with a cortical representation of audio. ICASSP (2011)
Xinhui Zhou, Daniel Garcia-Romero, Ramani Duraiswami, Carol Y. Espy-Wilson, Shihab A. Shamma
Linear versus mel frequency cepstral coefficients for speaker recognition. ASRU (2011)
Nima Mesgarani, Jonathan B. Fritz, Shihab A. Shamma
A computational model of rapid task-related plasticity of auditory cortical receptive fields. J. Comput. Neurosci. 28 (1) (2010)
Majid Mirbagheri, Nima Mesgarani, Shihab A. Shamma
Nonlinear filtering of spectrotemporal modulations in speech enhancement. ICASSP (2010)
Stephen V. David, Nicolas Malaval, Shihab A. Shamma
Decoupling Action Potential Bias from Cortical Local Field Potentials. Comput. Intell. Neurosci. 2010 (2010)
Mounya Elhilali, Shihab A. Shamma
Information-bearing components of speech intelligibility under babble-noise and bandlimiting distortions. ICASSP (2008)
Jonathan Z. Simon, Didier A. Depireux, David J. Klein, Jonathan B. Fritz, Shihab A. Shamma
Temporal Symmetry in Primary Auditory Cortex: Implications for Cortical Connectivity. Neural Comput. 19 (3) (2007)
Nima Mesgarani, Stephen V. David, Shihab A. Shamma
Representation of Phonemes in Primary Auditory Cortex: How the Brain Analyzes Speech. ICASSP (4) (2007)
Nima Mesgarani, Shihab A. Shamma
Denoising in the Domain of Spectrotemporal Modulations. EURASIP J. Audio Speech Music. Process. 2007 (2007)
Nima Mesgarani, Malcolm Slaney, Shihab A. Shamma
Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations. IEEE Trans. Speech Audio Process. 14 (3) (2006)
David J. Klein, Jonathan Z. Simon, Didier A. Depireux, Shihab A. Shamma
Stimulus-invariant processing and spectrotemporal reverse correlation in primary auditory cortex. J. Comput. Neurosci. 20 (2) (2006)
Taishih Chi, Shihab A. Shamma
Spectrum restoration from multiscale auditory phase singularities by generalized projections. IEEE Trans. Speech Audio Process. 14 (4) (2006)
Mounya Elhilali, Shihab A. Shamma
A Biologically-Inspired Approach to the Cocktail Party Problem. ICASSP (5) (2006)
Dmitry N. Zotkin, Taishih Chi, Shihab A. Shamma, Ramani Duraiswami
Neuromimetic Sound Representation for Percept Detection and Manipulation. EURASIP J. Adv. Signal Process. 2005 (9) (2005)
Nima Mesgarani, Shihab A. Shamma
Speech Enhancement Based on Filtering the Spectrotemporal Modulations. ICASSP (1) (2005)
Nima Mesgarani, Shihab A. Shamma, Malcolm Slaney
Speech discrimination based on multiscale spectro-temporal modulations. ICASSP (1) (2004)
Nikos A. Kanlis, Shihab A. Shamma, Jonathan Z. Simon, Didier A. Depireux
Realistic Model on the Blind Separation of Convolved Information Sources. METMBS (2004)
Dmitry N. Zotkin, Shihab A. Shamma, Powen Ru, Ramani Duraiswami, Larry S. Davis
Pitch and timbre manipulations using cortical representation of sound. ICME (2003)
Shihab A. Shamma, André van Schaik
Editorial. EURASIP J. Adv. Signal Process. 2003 (7) (2003)
Dmitry N. Zotkin, Shihab A. Shamma, Powen Ru, Ramani Duraiswami, Larry S. Davis
Pitch and timbre manipulations using cortical representation of sound. ICASSP (5) (2003)
Les E. Atlas, Shihab A. Shamma
Joint Acoustic and Modulation Frequency. EURASIP J. Adv. Signal Process. 2003 (7) (2003)
Mounya Elhilali, Taishih Chi, Shihab A. Shamma
A spectro-temporal modulation index (STMI) for assessment of speech intelligibility. Speech Commun. 41 (2-3) (2003)
André van Schaik, Shihab A. Shamma
A neuromorphic sound localizer for a smart MEMS system. ISCAS (4) (2003)
David J. Klein, Didier A. Depireux, Jonathan Z. Simon, Shihab A. Shamma
Robust Spectrotemporal Reverse Correlation for the Auditory System: Optimizing Stimulus Design. J. Comput. Neurosci. 9 (1) (2000)
M. Erturk, David J. Klein, Shihab A. Shamma
Auditory cortical spectral shape analysis in analog VLSI. ISCAS (5) (1999)
Jonathan Z. Simon, Catherine E. Carr, Shihab A. Shamma
A dendritic model of coincidence detection in the avian brainstem. Neurocomputing (1999)
Kuansan Wang, Shihab A. Shamma
Spectral shape analysis in the central auditory system. IEEE Trans. Speech Audio Process. 3 (5) (1995)
Kuansan Wang, Shihab A. Shamma
Self-normalization and noise-robustness in early auditory representations. IEEE Trans. Speech Audio Process. 2 (3) (1994)
Kuansan Wang, Shihab A. Shamma, William J. Byrne
Noise robustness in the auditory representation of speech signals. ICASSP (2) (1993)
Xiaowei Yang, Kuansan Wang, Shihab A. Shamma
Auditory representations of acoustic signals. IEEE Trans. Inf. Theory 38 (2) (1992)
X. Yang, Shihab A. Shamma
Minimum mean square error estimation of connectivity in biological neural networks. Biol. Cybern. 65 (3) (1991)