Nima Mesgarani

Nima Mesgarani

Columbia University in the City of New York

H-index: 42

North America-United States

About Nima Mesgarani

Nima Mesgarani, With an exceptional h-index of 42 and a recent h-index of 38 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Speech neuroscience, speech modeling, speech technologies.

His recent articles reflect a diverse array of research interests and contributions to the field:

Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience

Exploring Self-supervised Contrastive Learning of Spatial Sound Event Representation

Contextual Feature Extraction Hierarchies Converge in Large Language Models and the Brain

Improving auditory attention decoding by classifying intracranial responses to glimpsed and masked acoustic events

Systems and methods for brain-informed speech separation

Dual-path mamba: Short and long-term bidirectional selective structured state space models for speech separation

Brain-controlled augmented hearing for spatially moving conversations in multi-talker environments

Large-scale single-neuron speech sound encoding across the depth of human cortex

Nima Mesgarani Information

University

Position

Associate Professor

Citations(all)

11828

Citations(since 2020)

8385

Cited By

6651

hIndex(all)

42

hIndex(since 2020)

38

i10Index(all)

81

i10Index(since 2020)

66

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Nima Mesgarani Skills & Research Interests

Speech neuroscience

speech modeling

speech technologies

Top articles of Nima Mesgarani

Title

Journal

Author(s)

Publication Date

Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience

arXiv preprint arXiv:2402.03710

Xilin Jiang

Cong Han

Yinghao Aaron Li

Nima Mesgarani

2024/2/6

Exploring Self-supervised Contrastive Learning of Spatial Sound Event Representation

Xilin Jiang

Cong Han

Yinghao Aaron Li

Nima Mesgarani

2024/4/14

Contextual Feature Extraction Hierarchies Converge in Large Language Models and the Brain

arXiv preprint arXiv:2401.17671

Gavin Mischler

Yinghao Aaron Li

Stephan Bickel

Ashesh D Mehta

Nima Mesgarani

2024/1/31

Improving auditory attention decoding by classifying intracranial responses to glimpsed and masked acoustic events

Imaging Neuroscience

Vinay S Raghavan

James O’Sullivan

Jose Herrero

Stephan Bickel

Ashesh D Mehta

...

2024/4/12

Systems and methods for brain-informed speech separation

2024/1/16

Dual-path mamba: Short and long-term bidirectional selective structured state space models for speech separation

arXiv preprint arXiv:2403.18257

Xilin Jiang

Cong Han

Nima Mesgarani

2024/3/27

Brain-controlled augmented hearing for spatially moving conversations in multi-talker environments

bioRxiv

Vishal Choudhari

Cong Han

Stephan Bickel

Ashesh D Mehta

Catherine Schevon

...

2024

Large-scale single-neuron speech sound encoding across the depth of human cortex

Nature

Matthew K Leonard

Laura Gwilliams

Kristin K Sellers

Jason E Chung

Duo Xu

...

2024/2/15

Styletts 2: Towards human-level text-to-speech through style diffusion and adversarial training with large speech language models

Advances in Neural Information Processing Systems

Yinghao Aaron Li

Cong Han

Vinay Raghavan

Gavin Mischler

Nima Mesgarani

2024/2/13

Systems and methods for speech separation and neural decoding of attentional selection in multi-speaker environments

2024/1/11

Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex

NeuroImage

Gavin Mischler

Menoua Keshishian

Stephan Bickel

Ashesh D Mehta

Nima Mesgarani

2023/2/1

Online binaural speech separation of moving speakers with a Wavesplit network

Cong Han

Nima Mesgarani

2023/6/4

HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier Transform

arXiv preprint arXiv:2309.09493

Yinghao Aaron Li

Cong Han

Xilin Jiang

Nima Mesgarani

2023/9/18

Styletts-vc: One-shot voice conversion by knowledge transfer from style-based tts models

Yinghao Aaron Li

Cong Han

Nima Mesgarani

2023/1/9

Phoneme-level bert for enhanced prosody of text-to-speech with grapheme predictions

Yinghao Aaron Li

Cong Han

Xilin Jiang

Nima Mesgarani

2023/6/4

naplib-python: Neural acoustic data processing and analysis tools in python

Software impacts

Gavin Mischler

Vinay Raghavan

Menoua Keshishian

Nima Mesgarani

2023/9/1

Improved decoding of attentional selection in multi-talker environments with self-supervised learned speech representation

Cong Han

Vishal Choudhari

Yinghao Aaron Li

Nima Mesgarani

2023/7/24

DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes

arXiv preprint arXiv:2305.18441

Xilin Jiang

Yinghao Aaron Li

Nima Mesgarani

2023/5/29

Joint, distributed and hierarchically organized encoding of linguistic features in the human auditory cortex

Nature human behaviour

Menoua Keshishian

Serdar Akkol

Jose Herrero

Stephan Bickel

Ashesh D Mehta

...

2023/5

Automatic speaker diarization for natural conversation analysis in autism clinical trials

Scientific Reports

James O’Sullivan

Guy Bogaarts

Philipp Schoenenberger

Julian Tillmann

David Slater

...

2023/6/24

See List of Professors in Nima Mesgarani University(Columbia University in the City of New York)

Co-Authors

H-index: 92
Edward F Chang

Edward F Chang

University of California, San Francisco

H-index: 72
Shihab Shamma

Shihab Shamma

University of Maryland, Baltimore

H-index: 60
Hynek Hermansky

Hynek Hermansky

Johns Hopkins University

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