Nima Mesgarani

141 papers A* 5A 25B 1C 2Misc 23Journal 65Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking. CoRR Xilin Jiang, Qiaolin Wang, Junkai Wu, Xiaomin He, Zhongweiyang Xu, Yinghao Ma, Minshuo Piao, Kaiyi Yang, Xiuwen Zheng, Riki Shimizu, Yicong Chen, Arsalan Firoozi, Gavin Mischler, Sukru Samet Dindar, Richard J. Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma, Chaitanya Amballa, Weixiong Chen, Jiarui Hai, Ruisi Li, Vishal Choudhari, Cong Han, Yinghao Aaron Li, Adeen Flinker, Mounya Elhilali, Emmanouil Benetos, Mark Hasegawa-Johnson, Romit Roy Choudhury, Nima Mesgarani
2026	A*	`conf`	DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis. AAAI Yinghao Aaron Li, Xilin Jiang, Fei Tao, Cheng Niu, Kaifeng Xu, Juntong Song, Nima Mesgarani
2026	J	`jnl`	From Chains to DAGs: Probing the Graph Structure of Reasoning in LLMs. CoRR Tianjun Zhong, Linyang He, Nima Mesgarani
2025	—	`conf`	AAD-LLM: Neural Attention-Driven Auditory Scene Understanding. ACL (1) Xilin Jiang, Sukru Samet Dindar, Vishal Choudhari, Stephan Bickel, Ashesh D. Mehta, Guy M. McKhann II, Daniel Friedman, Adeen Flinker, Nima Mesgarani
2025	J	`jnl`	AAD-LLM: Neural Attention-Driven Auditory Scene Understanding. CoRR Xilin Jiang, Sukru Samet Dindar, Vishal Choudhari, Stephan Bickel, Ashesh D. Mehta, Guy M. McKhann II, Adeen Flinker, Daniel Friedman, Nima Mesgarani
2025	—	`conf`	Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation. WASPAA Xilin Jiang, Junkai Wu, Vishal Choudhari, Nima Mesgarani
2025	J	`jnl`	Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation. CoRR Xilin Jiang, Junkai Wu, Vishal Choudhari, Nima Mesgarani
2025	J	`jnl`	Decoding inner speech with an end-to-end brain-to-text neural interface. CoRR Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott W. Linderman, Lea Duncker, Francis R. Willett, Nima Mesgarani, Liam Paninski
2025	Misc	`conf`	Decoding the Unintelligible: Neural Speech Tracking in Low Signal-to-Noise Ratios. ICASSP Xiaomin He, Vinay S. Raghavan, Nima Mesgarani
2025	Misc	`conf`	Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation. ICASSP Xilin Jiang, Cong Han, Nima Mesgarani
2025	J	`jnl`	Exploring Finetuned Audio-LLM on Heart Murmur Features. CoRR Adrian Nicolas Florea, Xilin Jiang, Nima Mesgarani, Xiaofan Jiang
2025	J	`jnl`	Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement. CoRR Linyang He, Tianjun Zhong, Richard J. Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani
2025	J	`jnl`	Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models. CoRR Riki Shimizu, Richard J. Antonello, Chandan Singh, Nima Mesgarani
2025	—	`conf`	Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence. ACL (Findings) Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2025	A*	`conf`	Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations. EMNLP Linyang He, Qiaolin Wang, Xilin Jiang, Nima Mesgarani
2025	J	`jnl`	Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations. CoRR Linyang He, Qiaolin Wang, Xilin Jiang, Nima Mesgarani
2025	J	`jnl`	Listen, Chat, and Remix: Text-Guided Soundscape Remixing for Enhanced Auditory Experience. IEEE J. Sel. Top. Signal Process. Xilin Jiang, Cong Han, Yinghao Aaron Li, Nima Mesgarani
2025	A	`conf`	Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG. INTERSPEECH Siavash Shams, Richard J. Antonello, Gavin Mischler, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2025	J	`jnl`	Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG. CoRR Siavash Shams, Richard J. Antonello, Gavin Mischler, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2025	J	`jnl`	SightSound-R1: Cross-Modal Reasoning Distillation from Vision to Audio Language Models. CoRR Qiaolin Wang, Xilin Jiang, Linyang He, Junkai Wu, Nima Mesgarani
2025	Misc	`conf`	Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis. ICASSP Xilin Jiang, Yinghao Aaron Li, Adrian Nicolas Florea, Cong Han, Nima Mesgarani
2025	—	`conf`	StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion. NAACL (Long Papers) Yinghao Aaron Li, Xilin Jiang, Cong Han, Nima Mesgarani
2025	J	`jnl`	StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis. IEEE J. Sel. Top. Signal Process. Yinghao Aaron Li, Cong Han, Nima Mesgarani
2025	J	`jnl`	XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs. CoRR Linyang He, Ercong Nie, Sukru Samet Dindar, Arsalan Firoozi, Adrian Florea, Van Nguyen, Corentin Puffay, Riki Shimizu, Haotian Ye, Jonathan Brennan, Helmut Schmid, Hinrich Schütze, Nima Mesgarani
2025	J	`jnl`	ZeroSep: Separate Anything in Audio with Zero Training. CoRR Chao Huang, Yuesheng Ma, Junxuan Huang, Susan Liang, Yunlong Tang, Jing Bi, Wenqiang Liu, Nima Mesgarani, Chenliang Xu
2024	J	`jnl`	Contextual Feature Extraction Hierarchies Converge in Large Language Models and the Brain. CoRR Gavin Mischler, Yinghao Aaron Li, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2024	J	`jnl`	Contextual feature extraction hierarchies converge in large language models and the brain. Nat. Mac. Intell. Gavin Mischler, Yinghao Aaron Li, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2024	—	`conf`	Decoding auditory attention for real-time BCI control. EMBC Vinay S. Raghavan, Prachi Patel, Xiaomin He, Nima Mesgarani
2024	J	`jnl`	DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs. CoRR Cynthia R. Steinhardt, Menoua Keshishian, Nima Mesgarani, Kim Stachenfeld
2024	J	`jnl`	Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation. CoRR Xilin Jiang, Cong Han, Nima Mesgarani
2024	Misc	`conf`	Exploring Self-supervised Contrastive Learning of Spatial Sound Event Representation. ICASSP Xilin Jiang, Cong Han, Yinghao Aaron Li, Nima Mesgarani
2024	—	`conf`	Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify And Understand Speaker in Spoken Dialogue. SLT Junkai Wu, Xulin Fan, Bo-Ru Lu, Xilin Jiang, Nima Mesgarani, Mark Hasegawa-Johnson, Mari Ostendorf
2024	J	`jnl`	Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue. CoRR Junkai Wu, Xulin Fan, Bo-Ru Lu, Xilin Jiang, Nima Mesgarani, Mark Hasegawa-Johnson, Mari Ostendorf
2024	J	`jnl`	Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning. CoRR Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2024	J	`jnl`	Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience. CoRR Xilin Jiang, Cong Han, Yinghao Aaron Li, Nima Mesgarani
2024	—	`conf`	SSAMBA: Self-Supervised Audio Representation Learning With Mamba State Space Model. SLT Siavash Shams, Sukru Samet Dindar, Xilin Jiang, Nima Mesgarani
2024	J	`jnl`	SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model. CoRR Siavash Shams, Sukru Samet Dindar, Xilin Jiang, Nima Mesgarani
2024	J	`jnl`	Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis. CoRR Xilin Jiang, Yinghao Aaron Li, Adrian Nicolas Florea, Cong Han, Nima Mesgarani
2024	J	`jnl`	Style-Talker: Finetuning Audio Language Model and Style-Based Text-to-Speech Model for Fast Spoken Dialogue Generation. CoRR Yinghao Aaron Li, Xilin Jiang, Jordan Darefsky, Ge Zhu, Nima Mesgarani
2024	J	`jnl`	StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion. CoRR Yinghao Aaron Li, Xilin Jiang, Cong Han, Nima Mesgarani
2023	A	`conf`	DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes. INTERSPEECH Xilin Jiang, Yinghao Aaron Li, Nima Mesgarani
2023	J	`jnl`	DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes. CoRR Xilin Jiang, Yinghao Aaron Li, Nima Mesgarani
2023	J	`jnl`	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	J	`jnl`	Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation. CoRR Xilin Jiang, Cong Han, Yinghao Aaron Li, Nima Mesgarani
2023	J	`jnl`	HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier Transform. CoRR Yinghao Aaron Li, Cong Han, Xilin Jiang, Nima Mesgarani
2023	—	`conf`	Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation. EMBC Cong Han, Vishal Choudhari, Yinghao Aaron Li, Nima Mesgarani
2023	J	`jnl`	Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation. CoRR Cong Han, Vishal Choudhari, Yinghao Aaron Li, Nima Mesgarani
2023	Misc	`conf`	Online Binaural Speech Separation Of Moving Speakers With A Wavesplit Network. ICASSP Cong Han, Nima Mesgarani
2023	J	`jnl`	Online Binaural Speech Separation of Moving Speakers With a Wavesplit Network. CoRR Cong Han, Nima Mesgarani
2023	J	`jnl`	Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions. CoRR Yinghao Aaron Li, Cong Han, Xilin Jiang, Nima Mesgarani
2023	Misc	`conf`	Phoneme-Level Bert for Enhanced Prosody of Text-To-Speech with Grapheme Predictions. ICASSP Yinghao Aaron Li, Cong Han, Xilin Jiang, Nima Mesgarani
2023	—	`conf`	SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs. WASPAA Yinghao Aaron Li, Cong Han, Nima Mesgarani
2023	J	`jnl`	SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs. CoRR Yinghao Aaron Li, Cong Han, Nima Mesgarani
2023	A*	`conf`	StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models. NeurIPS Yinghao Aaron Li, Cong Han, Vinay S. Raghavan, Gavin Mischler, Nima Mesgarani
2023	J	`jnl`	StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models. CoRR Yinghao Aaron Li, Cong Han, Vinay S. Raghavan, Gavin Mischler, Nima Mesgarani
2023	J	`jnl`	naplib-python: Neural acoustic data processing and analysis tools in python. Softw. Impacts Gavin Mischler, Vinay S. Raghavan, Menoua Keshishian, Nima Mesgarani
2022	J	`jnl`	StyleTTS-VC: One-Shot Voice Conversion by Knowledge Transfer from Style-Based TTS Models. CoRR Yinghao Aaron Li, Cong Han, Nima Mesgarani
2022	J	`jnl`	StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis. CoRR Yinghao Aaron Li, Cong Han, Nima Mesgarani
2022	—	`conf`	Styletts-VC: One-Shot Voice Conversion by Knowledge Transfer From Style-Based TTS Models. SLT Yinghao Aaron Li, Cong Han, Nima Mesgarani
2021	A	`conf`	Binaural Speech Separation of Moving Speakers With Preserved Spatial Cues. Interspeech Cong Han, Yi Luo, Nima Mesgarani
2021	A	`conf`	Continuous Speech Separation Using Speaker Inventory for Long Recording. Interspeech Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen
2021	—	`conf`	Distortion-Controlled Training for end-to-end Reverberant Speech Separation with Auxiliary Autoencoding Loss. SLT Yi Luo, Cong Han, Nima Mesgarani
2021	A	`conf`	Empirical Analysis of Generalized Iterative Speech Separation Networks. Interspeech Yi Luo, Cong Han, Nima Mesgarani
2021	J	`jnl`	Functional characterization of human Heschl's gyrus in response to natural speech. NeuroImage Bahar Khalighinejad, Prachi Patel, Jose Herrero, Stephan Bickel, Ashesh D. Mehta, Nima Mesgarani
2021	J	`jnl`	Group Communication With Context Codec for Lightweight Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Yi Luo, Cong Han, Nima Mesgarani
2021	A	`conf`	Implicit Filter-and-Sum Network for End-to-End Multi-Channel Speech Separation. Interspeech Yi Luo, Nima Mesgarani
2021	J	`jnl`	Neural representation of linguistic feature hierarchy reflects second-language proficiency. NeuroImage Giovanni M. Di Liberto, Jingping Nie, Jeremy Yeaton, Bahar Khalighinejad, Shihab A. Shamma, Nima Mesgarani
2021	Misc	`conf`	Rethinking The Separation Layers In Speech Separation Networks. ICASSP Yi Luo, Zhuo Chen, Cong Han, Chenda Li, Tianyan Zhou, Nima Mesgarani
2021	Misc	`conf`	Speaker and Direction Inferred Dual-Channel Speech Separation. ICASSP Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu
2021	J	`jnl`	Speaker and Direction Inferred Dual-channel Speech Separation. CoRR Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu
2021	A	`conf`	StarGANv2-VC: A Diverse, Unsupervised, Non-Parallel Framework for Natural-Sounding Voice Conversion. Interspeech Yinghao Aaron Li, Ali Zare, Nima Mesgarani
2021	J	`jnl`	StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion. CoRR Yinghao Aaron Li, Ali Zare, Nima Mesgarani
2021	Misc	`conf`	Ultra-Lightweight Speech Separation Via Group Communication. ICASSP Yi Luo, Cong Han, Nima Mesgarani
2021	A*	`conf`	Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems. NeurIPS Menoua Keshishian, Samuel Norman-Haignere, Nima Mesgarani
2020	J	`jnl`	Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception. NeuroImage Enea Ceolini, Jens Hjortkjær, Daniel D. E. Wong, James O'Sullivan, Vinay S. Raghavan, Jose Herrero, Ashesh D. Mehta, Shih-Chii Liu, Nima Mesgarani
2020	J	`jnl`	Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording. CoRR Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen
2020	Misc	`conf`	End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. ICASSP Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
2020	J	`jnl`	Group Communication with Context Codec for Ultra-Lightweight Source Separation. CoRR Yi Luo, Cong Han, Nima Mesgarani
2020	J	`jnl`	Implicit Filter-and-sum Network for Multi-channel Speech Separation. CoRR Yi Luo, Nima Mesgarani
2020	Misc	`conf`	Real-Time Binaural Speech Separation with Preserved Spatial Cues. ICASSP Cong Han, Yi Luo, Nima Mesgarani
2020	J	`jnl`	Real-time binaural speech separation with preserved spatial cues. CoRR Cong Han, Yi Luo, Nima Mesgarani
2020	J	`jnl`	Rethinking the Separation Layers in Speech Separation Networks. CoRR Yi Luo, Zhuo Chen, Cong Han, Chenda Li, Tianyan Zhou, Nima Mesgarani
2020	A	`conf`	Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss. INTERSPEECH Yi Luo, Nima Mesgarani
2020	J	`jnl`	Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss. CoRR Yi Luo, Nima Mesgarani
2020	J	`jnl`	Ultra-Lightweight Speech Separation via Group Communication. CoRR Yi Luo, Cong Han, Nima Mesgarani
2019	Misc	`conf`	Augmented Time-frequency Mask Estimation in Cluster-based Source Separation Algorithms. ICASSP Yi Luo, Nima Mesgarani
2019	J	`jnl`	Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Yi Luo, Nima Mesgarani
2019	J	`jnl`	End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. CoRR Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka
2019	C	`conf`	FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing. ASRU Yi Luo, Cong Han, Nima Mesgarani, Enea Ceolini, Shih-Chii Liu
2019	J	`jnl`	FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. CoRR Yi Luo, Enea Ceolini, Cong Han, Shih-Chii Liu, Nima Mesgarani
2019	Misc	`conf`	Online Deep Attractor Network for Real-time Single-channel Speech Separation. ICASSP Cong Han, Yi Luo, Nima Mesgarani
2018	Misc	`conf`	Lip2Audspec: Speech Reconstruction from Silent Lip Movements Video. ICASSP Hassan Akbari, Himani Arora, Liangliang Cao, Nima Mesgarani
2018	A	`conf`	Music Source Activity Detection and Separation Using Deep Attractor Network. INTERSPEECH Rajath Kumar, Yi Luo, Nima Mesgarani
2018	A	`conf`	Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network. INTERSPEECH Yi Luo, Nima Mesgarani
2018	J	`jnl`	Speaker-Independent Speech Separation With Deep Attractor Network. IEEE ACM Trans. Audio Speech Lang. Process. Yi Luo, Zhuo Chen, Nima Mesgarani
2018	A	`conf`	Speech Processing in the Human Brain Meets Deep Learning. INTERSPEECH Nima Mesgarani
2018	Misc	`conf`	TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation. ICASSP Yi Luo, Nima Mesgarani
2018	J	`jnl`	TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation. CoRR Yi Luo, Nima Mesgarani
2017	Misc	`conf`	Deep attractor network for single-microphone speaker separation. ICASSP Zhuo Chen, Yi Luo, Nima Mesgarani
2017	Misc	`conf`	Deep clustering and conventional networks for music separation: Stronger together. ICASSP Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
2017	J	`jnl`	Lip2AudSpec: Speech reconstruction from silent lip movements video. CoRR Hassan Akbari, Himani Arora, Liangliang Cao, Nima Mesgarani
2017	Misc	`conf`	NAPLib: An open source toolbox for real-time and offline Neural Acoustic Processing. ICASSP Bahar Khalighinejad, Tasha Nagamine, Ashesh D. Mehta, Nima Mesgarani
2017	—	`conf`	Neural decoding of attentional selection in multi-speaker environments without access to separated sources. EMBC James O'Sullivan, Zhuo Chen, Sameer A. Sheth, Guy McKhann, Ashesh D. Mehta, Nima Mesgarani
2017	J	`jnl`	Speaker-independent Speech Separation with Deep Attractor Network. CoRR Zhuo Chen, Yi Luo, Nima Mesgarani
2017	J	`jnl`	TasNet: time-domain audio separation network for real-time, single-channel speech separation. CoRR Yi Luo, Nima Mesgarani
2017	A*	`conf`	Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition. ICML Tasha Nagamine, Nima Mesgarani
2016	A	`conf`	Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations. INTERSPEECH Tasha Nagamine, Zhuo Chen, Nima Mesgarani
2016	B	`conf`	Analyzing distributional learning of phonemic categories in unsupervised deep neural networks. CogSci Okko Räsänen, Tasha Nagamine, Nima Mesgarani
2016	J	`jnl`	Deep Clustering and Conventional Networks for Music Separation: Stronger Together. CoRR Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
2016	J	`jnl`	Deep attractor network for single-microphone speaker separation. CoRR Zhuo Chen, Yi Luo, Nima Mesgarani
2016	—	`conf`	Designing a hands-on brain computer interface laboratory course. EMBC Bahar Khalighinejad, Laura Kathleen Long, Nima Mesgarani
2016	A	`conf`	On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models. INTERSPEECH Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani
2016	Misc	`conf`	Synaptic depression in deep neural networks for speech processing. ICASSP Wenhao Zhang, Hanyu Li, Minda Yang, Nima Mesgarani
2015	A	`conf`	Exploring how deep neural networks form phonemic categories. INTERSPEECH Tasha Nagamine, Michael L. Seltzer, Nima Mesgarani
2015	—	`conf`	Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing. WASPAA Nima Mesgarani, Mark D. Plumbley
2015	A	`conf`	Speech reconstruction from human auditory cortex with deep neural networks. INTERSPEECH Minda Yang, Sameer A. Sheth, Catherine A. Schevon, Guy M. McKhann II, Nima Mesgarani
2014	A	`conf`	Principal components of auditory spectro-temporal receptive fields. INTERSPEECH Nagaraj Mahajan, Nima Mesgarani, Hynek Hermansky
2014	—	`ch.`	Stimulus Reconstruction from Cortical Responses. Encyclopedia of Computational Neuroscience Nima Mesgarani
2013	Misc	`conf`	Developing a speaker identification system for the DARPA RATS project. ICASSP Oldrich Plchot, Spyros Matsoukas, Pavel Matejka, Najim Dehak, Jeff Z. Ma, Sandro Cumani, Ondrej Glembek, Hynek Hermansky, Sri Harish Reddy Mallidi, Nima Mesgarani, Richard M. Schwartz, Mehdi Soufifar, Zheng-Hua Tan, Samuel Thomas, Bing Zhang, Xinhui Zhou
2012	A	`conf`	Acoustic and Data-driven Features for Robust Speech Activity Detection. INTERSPEECH 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
2012	A	`conf`	Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations. INTERSPEECH Xinhui Zhou, Daniel Garcia-Romero, Nima Mesgarani, Maureen L. Stone, Carol Y. Espy-Wilson, Shihab A. Shamma
2012	A	`conf`	Developing a Speech Activity Detection System for the DARPA RATS Program. INTERSPEECH Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas, Xinhui Zhou, Nima Mesgarani, Karel Veselý, Pavel Matejka
2012	A	`conf`	Speech and speaker separation in human auditory cortex. INTERSPEECH Nima Mesgarani, Edward Chang
2012	Misc	`conf`	The UMD-JHU 2011 speaker recognition system. ICASSP 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
2011	A	`conf`	Adaptive Stream Fusion in Multistream Recognition of Speech. INTERSPEECH Nima Mesgarani, Samuel Thomas, Hynek Hermansky
2011	—	`conf`	Performance monitoring for robustness in automatic recognition of speechi. MLSLP Hynek Hermansky, Nima Mesgarani, Samuel Thomas
2011	Misc	`conf`	Speech processing with a cortical representation of audio. ICASSP Nima Mesgarani, Shihab A. Shamma
2010	J	`jnl`	A computational model of rapid task-related plasticity of auditory cortical receptive fields. J. Comput. Neurosci. Nima Mesgarani, Jonathan B. Fritz, Shihab A. Shamma
2010	A	`conf`	A multistream multiresolution framework for phoneme recognition. INTERSPEECH Nima Mesgarani, Samuel Thomas, Hynek Hermansky
2010	A	`conf`	A phoneme recognition framework based on auditory spectro-temporal receptive fields. INTERSPEECH Samuel Thomas, Kailash Patil, Sriram Ganapathy, Nima Mesgarani, Hynek Hermansky
2010	J	`jnl`	Data-Driven and Feedback Based Spectro-Temporal Features for Speech Recognition. IEEE Signal Process. Lett. Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Nima Mesgarani, Hynek Hermansky
2010	Misc	`conf`	Nonlinear filtering of spectrotemporal modulations in speech enhancement. ICASSP Majid Mirbagheri, Nima Mesgarani, Shihab A. Shamma
2010	C	`conf`	The use of spike-based representations for hardware audition systems. ISCAS Shih-Chii Liu, Nima Mesgarani, John G. Harris, Hynek Hermansky
2009	A	`conf`	Discriminant spectrotemporal features for phoneme recognition. INTERSPEECH Nima Mesgarani, Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Hynek Hermansky
2008	—	`—`	Representation of speech in the primary auditory cortex and its implications for robust speech processing. Nima Mesgarani
2007	J	`jnl`	Denoising in the Domain of Spectrotemporal Modulations. EURASIP J. Audio Speech Music. Process. Nima Mesgarani, Shihab A. Shamma
2007	—	`conf`	Representation of Phonemes in Primary Auditory Cortex: How the Brain Analyzes Speech. ICASSP (4) Nima Mesgarani, Stephen V. David, Shihab A. Shamma
2006	A	`conf`	Discriminating speech and non-speech with regularized least squares. INTERSPEECH Ryan Rifkin, Nima Mesgarani
2006	J	`jnl`	Discrimination of speech from nonspeech based on multiscale spectro-temporal Modulations. IEEE Trans. Speech Audio Process. Nima Mesgarani, Malcolm Slaney, Shihab A. Shamma
2005	—	`conf`	Speech Enhancement Based on Filtering the Spectrotemporal Modulations. ICASSP (1) Nima Mesgarani, Shihab A. Shamma
2004	—	`conf`	Speech discrimination based on multiscale spectro-temporal modulations. ICASSP (1) Nima Mesgarani, Shihab A. Shamma, Malcolm Slaney