Nima Mesgarani
Orcid: 0000-0002-2987-759X
According to our database1,
Nima Mesgarani
authored at least 86 papers
between 2004 and 2024.
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Bibliography
2024
DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs.
CoRR, 2024
CoRR, 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation.
CoRR, 2024
Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience.
CoRR, 2024
Contextual Feature Extraction Hierarchies Converge in Large Language Models and the Brain.
CoRR, 2024
Exploring Self-supervised Contrastive Learning of Spatial Sound Event Representation.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Softw. Impacts, September, 2023
Deep neural networks effectively model neural adaptation to changing background noise and suggest nonlinear noise filtering methods in auditory cortex.
NeuroImage, 2023
HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier Transform.
CoRR, 2023
SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis.
CoRR, 2022
Styletts-VC: One-Shot Voice Conversion by Knowledge Transfer From Style-Based TTS Models.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Neural representation of linguistic feature hierarchy reflects second-language proficiency.
NeuroImage, 2021
NeuroImage, 2021
Distortion-Controlled Training for end-to-end Reverberant Speech Separation with Auxiliary Autoencoding Loss.
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
StarGANv2-VC: A Diverse, Unsupervised, Non-Parallel Framework for Natural-Sounding Voice Conversion.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception.
NeuroImage, 2020
Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording.
CoRR, 2020
CoRR, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Augmented Time-frequency Mask Estimation in Cluster-based Source Separation Algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019
2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Neural decoding of attentional selection in multi-speaker environments without access to separated sources.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Analyzing distributional learning of phonemic categories in unsupervised deep neural networks.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016
2015
Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Signal Process. Lett., 2010
A computational model of rapid task-related plasticity of auditory cortical receptive fields.
J. Comput. Neurosci., 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
2007
EURASIP J. Audio Speech Music. Process., 2007
Representation of Phonemes in Primary Auditory Cortex: How the Brain Analyzes Speech.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations.
IEEE Trans. Speech Audio Process., 2006
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004