Nima Mesgarani - Publications

Affiliations: 
Electrical Engineering Columbia University, New York, NY 
Area:
Auditory system
Website:
http://www.ee.columbia.edu/~nima/web/Home.html

56 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Khalighinejad B, Herrero JL, Mehta AD, Mesgarani N. Adaptation of the human auditory cortex to changing background noise. Nature Communications. 10: 2509. PMID 31175304 DOI: 10.1038/s41467-019-10611-4  1
2019 Han C, O'Sullivan J, Luo Y, Herrero J, Mehta AD, Mesgarani N. Speaker-independent auditory attention decoding without access to clean speech sources. Science Advances. 5: eaav6134. PMID 31106271 DOI: 10.1126/sciadv.aav6134  1
2019 Akbari H, Khalighinejad B, Herrero JL, Mehta AD, Mesgarani N. Towards reconstructing intelligible speech from the human auditory cortex. Scientific Reports. 9: 874. PMID 30696881 DOI: 10.1038/s41598-018-37359-z  1
2018 Patel P, Long LK, Herrero JL, Mehta AD, Mesgarani N. Joint Representation of Spatial and Phonetic Features in the Human Core Auditory Cortex. Cell Reports. 24: 2051-2062.e2. PMID 30134167 DOI: 10.1016/j.celrep.2018.07.076  1
2018 Khoshkhoo S, Leonard MK, Mesgarani N, Chang EF. Neural correlates of sine-wave speech intelligibility in human frontal and temporal cortex. Brain and Language. PMID 29397190 DOI: 10.1016/j.bandl.2018.01.007  1
2017 Khalighinejad B, Nagamine T, Mehta A, Mesgarani N. NAPLIB: AN OPEN SOURCE TOOLBOX FOR REAL-TIME AND OFFLINE NEURAL ACOUSTIC PROCESSING. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2017: 846-850. PMID 29430213 DOI: 10.1109/ICASSP.2017.7952275  1
2017 Chen Z, Luo Y, Mesgarani N. DEEP ATTRACTOR NETWORK FOR SINGLE-MICROPHONE SPEAKER SEPARATION. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2017: 246-250. PMID 29430212 DOI: 10.1109/ICASSP.2017.7952155  1
2017 Luo Y, Chen Z, Hershey JR, Le Roux J, Mesgarani N. DEEP CLUSTERING AND CONVENTIONAL NETWORKS FOR MUSIC SEPARATION: STRONGER TOGETHER. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2017: 61-65. PMID 29398973 DOI: 10.1109/ICASSP.2017.7952118  1
2017 O'Sullivan J, Zhuo Chen, Sheth SA, McKhann G, Mehta AD, Mesgarani N. Neural decoding of attentional selection in multi-speaker environments without access to separated sources. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 1644-1647. PMID 29060199 DOI: 10.1109/EMBC.2017.8037155  0.48
2017 O'Sullivan J, Chen Z, Herrero J, McKhann GM, Sheth SA, Mehta AD, Mesgarani N. Neural decoding of attentional selection in multi-speaker environments without access to clean sources. Journal of Neural Engineering. 14: 056001. PMID 28776506 DOI: 10.1088/1741-2552/aa7ab4  1
2017 Khalighinejad B, Cruzatto da Silva G, Mesgarani N. Dynamic Encoding of Acoustic Features in Neural Responses to Continuous Speech. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28119400 DOI: 10.1523/JNEUROSCI.2383-16.2017  1
2016 Räsänen O, Nagamine T, Mesgarani N. Analyzing Distributional Learning of Phonemic Categories in Unsupervised Deep Neural Networks. Cogsci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference. 2016: 1757-1762. PMID 29359204  0.6
2016 Zhang W, Li H, Yang M, Mesgarani N. SYNAPTIC DEPRESSION IN DEEP NEURAL NETWORKS FOR SPEECH PROCESSING. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing. Icassp (Conference). 2016: 5865-5869. PMID 28286424 DOI: 10.1109/ICASSP.2016.7472802  0.4
2016 Khalighinejad B, Long LK, Mesgarani N. Designing a hands-on brain computer interface laboratory course. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3010-3014. PMID 28268946 DOI: 10.1109/EMBC.2016.7591363  1
2016 Khalighinejad B, Long LK, Mesgarani N, Khalighinejad B, Long LK, Mesgarani N, Khalighinejad B, Long LK, Mesgarani N. Designing a hands-on brain computer interface laboratory course. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3010-3014. PMID 28227152 DOI: 10.1109/EMBC.2016.7591363  1
2016 Moses DA, Mesgarani N, Leonard MK, Chang EF. Neural speech recognition: continuous phoneme decoding using spatiotemporal representations of human cortical activity. Journal of Neural Engineering. 13: 056004. PMID 27484713 DOI: 10.1088/1741-2560/13/5/056004  1
2016 Hullett PW, Hamilton LS, Mesgarani N, Schreiner CE, Chang EF. Human Superior Temporal Gyrus Organization of Spectrotemporal Modulation Tuning Derived from Speech Stimuli. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 2014-26. PMID 26865624 DOI: 10.1523/JNEUROSCI.1779-15.2016  1
2016 Zhang W, Li H, Yang M, Mesgarani N. Synaptic depression in deep neural networks for speech processing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 5865-5869. DOI: 10.1109/ICASSP.2016.7472802  1
2015 Zai AT, Bhargava S, Mesgarani N, Liu SC. Reconstruction of audio waveforms from spike trains of artificial cochlea models. Frontiers in Neuroscience. 9: 347. PMID 26528113 DOI: 10.3389/fnins.2015.00347  1
2015 O'Sullivan JA, Power AJ, Mesgarani N, Rajaram S, Foxe JJ, Shinn-Cunningham BG, Slaney M, Shamma SA, Lalor EC. Attentional Selection in a Cocktail Party Environment Can Be Decoded from Single-Trial EEG. Cerebral Cortex (New York, N.Y. : 1991). 25: 1697-706. PMID 24429136 DOI: 10.1093/cercor/bht355  1
2015 Nagamine T, Seltzer ML, Mesgarani N. Exploring how deep neural networks form phonemic categories Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2015: 1912-1916.  1
2015 Yang M, Sheth SA, Schevon CA, McKhann GM, Mesgarani N. Speech reconstruction from human auditory cortex with deep neural networks Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2015: 1121-1125.  1
2014 Mesgarani N, David SV, Fritz JB, Shamma SA. Mechanisms of noise robust representation of speech in primary auditory cortex. Proceedings of the National Academy of Sciences of the United States of America. 111: 6792-7. PMID 24753585 DOI: 10.1073/pnas.1318017111  1
2014 Suied C, Agus TR, Thorpe SJ, Mesgarani N, Pressnitzer D. Auditory gist: recognition of very short sounds from timbre cues. The Journal of the Acoustical Society of America. 135: 1380-91. PMID 24606276 DOI: 10.1121/1.4863659  1
2014 Mesgarani N, Cheung C, Johnson K, Chang EF. Phonetic feature encoding in human superior temporal gyrus. Science (New York, N.Y.). 343: 1006-10. PMID 24482117 DOI: 10.1126/science.1245994  1
2014 Mahajan N, Mesgarani N, Hermansky H. Principal components of auditory spectro-temporal receptive fields Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 1983-1987.  1
2013 Bouchard KE, Mesgarani N, Johnson K, Chang EF. Functional organization of human sensorimotor cortex for speech articulation. Nature. 495: 327-32. PMID 23426266 DOI: 10.1038/nature11911  1
2013 Plchot O, Matsoukas S, Matejka P, Dehak N, Ma J, Cumani S, Glembek O, Hermansky H, Mallidi SH, Mesgarani N, Schwartz R, Soufifar M, Tan ZH, Thomas S, Zhang B, et al. Developing a speaker identification system for the DARPA RATS project Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6768-6772. DOI: 10.1109/ICASSP.2013.6638972  1
2012 Mesgarani N, Chang EF. Selective cortical representation of attended speaker in multi-talker speech perception. Nature. 485: 233-6. PMID 22522927 DOI: 10.1038/nature11020  1
2012 Pasley BN, David SV, Mesgarani N, Flinker A, Shamma SA, Crone NE, Knight RT, Chang EF. Reconstructing speech from human auditory cortex. Plos Biology. 10: e1001251. PMID 22303281 DOI: 10.1371/journal.pbio.1001251  1
2012 Garcia-Romero D, Zhou X, Zotkin D, Srinivasan B, Luo Y, Ganapathy S, Thomas S, Nemala S, Sivaram GSVS, Mirbagheri M, Mallidi SH, Janu T, Rajan P, Mesgarani N, Elhilali M, et al. The UMD-JHU 2011 speaker recognition system Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4229-4232. DOI: 10.1109/ICASSP.2012.6288852  1
2012 Thomas S, Mallidi SH, Janu T, Hermansky H, Mesgarani N, Zhou X, Shamma S, Ng T, Zhang B, Nguyen L, Matsoukas S. Acoustic and data-driven features for robust speech activity detection 13th Annual Conference of the International Speech Communication Association 2012, Interspeech 2012. 3: 1983-1986.  1
2012 Zhou X, Garcia-Romero D, Mesgarani N, Stone M, Espy-Wilson C, Shamma S. Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations 13th Annual Conference of the International Speech Communication Association 2012, Interspeech 2012. 1: 542-545.  1
2012 Ng T, Zhang B, Nguyen L, Matsoukas S, Zhou X, Mesgarani N, Veselý K, Matêjka P. Developing a speech activity detection system for the DARPA RATS program 13th Annual Conference of the International Speech Communication Association 2012, Interspeech 2012. 3: 1967-1970.  1
2012 Mesgarani N, Chang E. Speech and speaker separation in human auditory cortex 13th Annual Conference of the International Speech Communication Association 2012, Interspeech 2012. 2: 1478-1481.  1
2011 Mesgarani N, Thomas S, Hermansky H. Toward optimizing stream fusion in multistream recognition of speech. The Journal of the Acoustical Society of America. 130: EL14-8. PMID 21786862 DOI: 10.1121/1.3595744  1
2011 Mesgarani N, Shamma S. Speech processing with a cortical representation of audio Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5872-5875. DOI: 10.1109/ICASSP.2011.5947697  1
2011 Mesgarani N, Thomas S, Hermansky H. Adaptive stream fusion in multistream recognition of speech Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2329-2332.  1
2010 Mesgarani N, Fritz J, Shamma S. A computational model of rapid task-related plasticity of auditory cortical receptive fields. Journal of Computational Neuroscience. 28: 19-27. PMID 19711179 DOI: 10.1007/s10827-009-0181-3  1
2010 Sivaram GSVS, Nemala SK, Mesgarani N, Hermansky H. Data-driven and feedback based spectro-temporal features for speech recognition Ieee Signal Processing Letters. 17: 957-960. DOI: 10.1109/LSP.2010.2079930  1
2010 Liu SC, Mesgarani N, Harris J, Hermansky H. The use of spike-based representations for hardware audition systems Iscas 2010 - 2010 Ieee International Symposium On Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. 505-508. DOI: 10.1109/ISCAS.2010.5537588  1
2010 Mirbagheri M, Mesgarani N, Shamma S. Nonlinear filtering of spectrotemporal modulations in speech enhancement Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5478-5481. DOI: 10.1109/ICASSP.2010.5494912  1
2010 Jansen A, Mesgarani N, Niyogi P. Point process models of spectro-temporal modulation events for speech recognition Conference Record - Asilomar Conference On Signals, Systems and Computers. 104-108. DOI: 10.1109/ACSSC.2010.5757477  1
2010 Thomas S, Patil K, Ganapathy S, Mesgarani N, Hermansky H. A phoneme recognition framework based on auditory spectro-temporal receptive fields Proceedings of the 11th Annual Conference of the International Speech Communication Association, Interspeech 2010. 2458-2461.  1
2010 Mesgarani N, Thomas S, Hermansky H. A multistream multiresolution framework for phoneme recognition Proceedings of the 11th Annual Conference of the International Speech Communication Association, Interspeech 2010. 318-321.  1
2009 Mesgarani N, David SV, Fritz JB, Shamma SA. Influence of context and behavior on stimulus reconstruction from neural activity in primary auditory cortex. Journal of Neurophysiology. 102: 3329-39. PMID 19759321 DOI: 10.1152/jn.91128.2008  1
2009 David SV, Mesgarani N, Fritz JB, Shamma SA. Rapid synaptic depression explains nonlinear modulation of spectro-temporal tuning in primary auditory cortex by natural stimuli. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 3374-86. PMID 19295144 DOI: 10.1523/JNEUROSCI.5249-08.2009  1
2009 Mesgarani N, Sivaram GSVS, Nemala SK, Elhilali M, Hermansky H. Discriminant spectrotemporal features for phoneme recognition Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2983-2986.  1
2008 Mesgarani N, David SV, Fritz JB, Shamma SA. Phoneme representation and classification in primary auditory cortex. The Journal of the Acoustical Society of America. 123: 899-909. PMID 18247893 DOI: 10.1121/1.2816572  1
2007 David SV, Mesgarani N, Shamma SA. Estimating sparse spectro-temporal receptive fields with natural stimuli. Network (Bristol, England). 18: 191-212. PMID 17852750 DOI: 10.1080/09548980701609235  1
2007 Mesgarani N, Shamma S. Denoising in the domain of spectrotemporal modulations Eurasip Journal On Audio, Speech, and Music Processing. 2007. DOI: 10.1155/2007/42357  1
2007 Mesgarani N, David S, Shamma S. Representation of phonemes in primary auditory cortex: How the brain analyzes speech Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4: IV765-IV768. DOI: 10.1109/ICASSP.2007.367025  1
2006 Mesgarani N, Slaney M, Shamma SA. Discrimination of speech from nonspeech based on multiscale spectro-temporal modulations Ieee Transactions On Audio, Speech and Language Processing. 14: 920-930. DOI: 10.1109/TSA.2005.858055  1
2006 Rifkin R, Mesgarani N. Discriminating speech and non-speech with regularized least squares Interspeech 2006 and 9th International Conference On Spoken Language Processing, Interspeech 2006 - Icslp. 4: 1974-1977.  1
2005 Mesgarani N, Shamma S. Speech enhancement based on filtering the spectrotemporal modulations Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. I1105-I1108. DOI: 10.1109/ICASSP.2005.1415311  1
2004 Mesgarani N, Shamma S, Slaney M. Speech discrimination based on multiscale spectro-temporal modulations Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1: I601-I604.  1
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