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Items: 35

1.

Hierarchical Encoding of Attended Auditory Objects in Multi-talker Speech Perception.

O'Sullivan J, Herrero J, Smith E, Schevon C, McKhann GM, Sheth SA, Mehta AD, Mesgarani N.

Neuron. 2019 Oct 7. pii: S0896-6273(19)30780-9. doi: 10.1016/j.neuron.2019.09.007. [Epub ahead of print]

PMID:
31648900
2.

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation.

Luo Y, Mesgarani N.

IEEE/ACM Trans Audio Speech Lang Process. 2019 Aug;27(8):1256-1266. doi: 10.1109/TASLP.2019.2915167. Epub 2019 May 6.

PMID:
31485462
3.

Comparison of Two-Talker Attention Decoding from EEG with Nonlinear Neural Networks and Linear Methods.

Ciccarelli G, Nolan M, Perricone J, Calamia PT, Haro S, O'Sullivan J, Mesgarani N, Quatieri TF, Smalt CJ.

Sci Rep. 2019 Aug 8;9(1):11538. doi: 10.1038/s41598-019-47795-0.

4.

Adaptation of the human auditory cortex to changing background noise.

Khalighinejad B, Herrero JL, Mehta AD, Mesgarani N.

Nat Commun. 2019 Jun 7;10(1):2509. doi: 10.1038/s41467-019-10611-4.

5.

Speaker-independent auditory attention decoding without access to clean speech sources.

Han C, O'Sullivan J, Luo Y, Herrero J, Mehta AD, Mesgarani N.

Sci Adv. 2019 May 15;5(5):eaav6134. doi: 10.1126/sciadv.aav6134. eCollection 2019 May.

6.

Towards reconstructing intelligible speech from the human auditory cortex.

Akbari H, Khalighinejad B, Herrero JL, Mehta AD, Mesgarani N.

Sci Rep. 2019 Jan 29;9(1):874. doi: 10.1038/s41598-018-37359-z.

7.

Joint Representation of Spatial and Phonetic Features in the Human Core Auditory Cortex.

Patel P, Long LK, Herrero JL, Mehta AD, Mesgarani N.

Cell Rep. 2018 Aug 21;24(8):2051-2062.e2. doi: 10.1016/j.celrep.2018.07.076.

8.

NAPLIB: AN OPEN SOURCE TOOLBOX FOR REAL-TIME AND OFFLINE NEURAL ACOUSTIC PROCESSING.

Khalighinejad B, Nagamine T, Mehta A, Mesgarani N.

Proc IEEE Int Conf Acoust Speech Signal Process. 2017 Mar;2017:846-850. doi: 10.1109/ICASSP.2017.7952275. Epub 2017 Jun 19.

9.

DEEP ATTRACTOR NETWORK FOR SINGLE-MICROPHONE SPEAKER SEPARATION.

Chen Z, Luo Y, Mesgarani N.

Proc IEEE Int Conf Acoust Speech Signal Process. 2017 Mar;2017:246-250. doi: 10.1109/ICASSP.2017.7952155. Epub 2017 Jun 19.

10.

DEEP CLUSTERING AND CONVENTIONAL NETWORKS FOR MUSIC SEPARATION: STRONGER TOGETHER.

Luo Y, Chen Z, Hershey JR, Le Roux J, Mesgarani N.

Proc IEEE Int Conf Acoust Speech Signal Process. 2017 Mar;2017:61-65. doi: 10.1109/ICASSP.2017.7952118. Epub 2017 Jun 19.

11.

Neural correlates of sine-wave speech intelligibility in human frontal and temporal cortex.

Khoshkhoo S, Leonard MK, Mesgarani N, Chang EF.

Brain Lang. 2018 Dec;187:83-91. doi: 10.1016/j.bandl.2018.01.007. Epub 2018 Feb 4.

12.

Neural decoding of attentional selection in multi-speaker environments without access to separated sources.

O'Sullivan J, Zhuo Chen, Sheth SA, McKhann G, Mehta AD, Mesgarani N.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:1644-1647. doi: 10.1109/EMBC.2017.8037155.

PMID:
29060199
13.

Neural decoding of attentional selection in multi-speaker environments without access to clean sources.

O'Sullivan J, Chen Z, Herrero J, McKhann GM, Sheth SA, Mehta AD, Mesgarani N.

J Neural Eng. 2017 Oct;14(5):056001. doi: 10.1088/1741-2552/aa7ab4. Epub 2017 Aug 4.

14.
15.

SYNAPTIC DEPRESSION IN DEEP NEURAL NETWORKS FOR SPEECH PROCESSING.

Zhang W, Li H, Yang M, Mesgarani N.

Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar;2016:5865-5869. doi: 10.1109/ICASSP.2016.7472802. Epub 2016 May 19.

16.

Designing a hands-on brain computer interface laboratory course.

Khalighinejad B, Long LK, Mesgarani N.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3010-3014. doi: 10.1109/EMBC.2016.7591363.

17.

Dynamic Encoding of Acoustic Features in Neural Responses to Continuous Speech.

Khalighinejad B, Cruzatto da Silva G, Mesgarani N.

J Neurosci. 2017 Feb 22;37(8):2176-2185. doi: 10.1523/JNEUROSCI.2383-16.2017. Epub 2017 Jan 24.

18.

Predictive Ensemble Decoding of Acoustical Features Explains Context-Dependent Receptive Fields.

Yildiz IB, Mesgarani N, Deneve S.

J Neurosci. 2016 Dec 7;36(49):12338-12350.

19.

Neural speech recognition: continuous phoneme decoding using spatiotemporal representations of human cortical activity.

Moses DA, Mesgarani N, Leonard MK, Chang EF.

J Neural Eng. 2016 Oct;13(5):056004. doi: 10.1088/1741-2560/13/5/056004. Epub 2016 Aug 3.

20.

Analyzing Distributional Learning of Phonemic Categories in Unsupervised Deep Neural Networks.

Räsänen O, Nagamine T, Mesgarani N.

Cogsci. 2016 Aug;2016:1757-1762.

21.

Human Superior Temporal Gyrus Organization of Spectrotemporal Modulation Tuning Derived from Speech Stimuli.

Hullett PW, Hamilton LS, Mesgarani N, Schreiner CE, Chang EF.

J Neurosci. 2016 Feb 10;36(6):2014-26. doi: 10.1523/JNEUROSCI.1779-15.2016.

22.

Reconstruction of audio waveforms from spike trains of artificial cochlea models.

Zai AT, Bhargava S, Mesgarani N, Liu SC.

Front Neurosci. 2015 Oct 13;9:347. doi: 10.3389/fnins.2015.00347. eCollection 2015.

23.

Mechanisms of noise robust representation of speech in primary auditory cortex.

Mesgarani N, David SV, Fritz JB, Shamma SA.

Proc Natl Acad Sci U S A. 2014 May 6;111(18):6792-7. doi: 10.1073/pnas.1318017111. Epub 2014 Apr 21.

24.

Auditory gist: recognition of very short sounds from timbre cues.

Suied C, Agus TR, Thorpe SJ, Mesgarani N, Pressnitzer D.

J Acoust Soc Am. 2014 Mar;135(3):1380-91. doi: 10.1121/1.4863659.

PMID:
24606276
25.

Phonetic feature encoding in human superior temporal gyrus.

Mesgarani N, Cheung C, Johnson K, Chang EF.

Science. 2014 Feb 28;343(6174):1006-10. doi: 10.1126/science.1245994. Epub 2014 Jan 30.

26.

Attentional Selection in a Cocktail Party Environment Can Be Decoded from Single-Trial EEG.

O'Sullivan JA, Power AJ, Mesgarani N, Rajaram S, Foxe JJ, Shinn-Cunningham BG, Slaney M, Shamma SA, Lalor EC.

Cereb Cortex. 2015 Jul;25(7):1697-706. doi: 10.1093/cercor/bht355. Epub 2014 Jan 15.

27.

Functional organization of human sensorimotor cortex for speech articulation.

Bouchard KE, Mesgarani N, Johnson K, Chang EF.

Nature. 2013 Mar 21;495(7441):327-32. doi: 10.1038/nature11911. Epub 2013 Feb 20. Erratum in: Nature. 2013 Jun 27;498(7455):526.

28.

Selective cortical representation of attended speaker in multi-talker speech perception.

Mesgarani N, Chang EF.

Nature. 2012 May 10;485(7397):233-6. doi: 10.1038/nature11020.

29.

Reconstructing speech from human auditory cortex.

Pasley BN, David SV, Mesgarani N, Flinker A, Shamma SA, Crone NE, Knight RT, Chang EF.

PLoS Biol. 2012 Jan;10(1):e1001251. doi: 10.1371/journal.pbio.1001251. Epub 2012 Jan 31.

30.

Toward optimizing stream fusion in multistream recognition of speech.

Mesgarani N, Thomas S, Hermansky H.

J Acoust Soc Am. 2011 Jul;130(1):EL14-8. doi: 10.1121/1.3595744.

PMID:
21786862
31.

Influence of context and behavior on stimulus reconstruction from neural activity in primary auditory cortex.

Mesgarani N, David SV, Fritz JB, Shamma SA.

J Neurophysiol. 2009 Dec;102(6):3329-39. doi: 10.1152/jn.91128.2008. Epub 2009 Sep 16.

32.

A computational model of rapid task-related plasticity of auditory cortical receptive fields.

Mesgarani N, Fritz J, Shamma S.

J Comput Neurosci. 2010 Feb;28(1):19-27. doi: 10.1007/s10827-009-0181-3. Epub 2009 Aug 27.

33.

Rapid synaptic depression explains nonlinear modulation of spectro-temporal tuning in primary auditory cortex by natural stimuli.

David SV, Mesgarani N, Fritz JB, Shamma SA.

J Neurosci. 2009 Mar 18;29(11):3374-86. doi: 10.1523/JNEUROSCI.5249-08.2009.

34.

Phoneme representation and classification in primary auditory cortex.

Mesgarani N, David SV, Fritz JB, Shamma SA.

J Acoust Soc Am. 2008 Feb;123(2):899-909. doi: 10.1121/1.2816572. Erratum in: J Acoust Soc Am. 2008 Apr;123(4):2433.

PMID:
18247893
35.

Estimating sparse spectro-temporal receptive fields with natural stimuli.

David SV, Mesgarani N, Shamma SA.

Network. 2007 Sep;18(3):191-212. Epub 2007 Sep 7.

PMID:
17852750

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