Nima Mesgarani
23 papers · 2016–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (42)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(118)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(16)
Deep Learning
(10)
Core Methods
(10)
Artificial Intelligence
(8)
Core AI
(8)
Speech & Audio
(6)
Learning Types Β· Machine Learning
(6)
Natural Language Processing
(5)
Architectures
(5)
Interdisciplinary
(4)
Learning Types Β· Deep Learning
(4)
Models
(4)
Application Areas
(3)
Cognitive Science
(3)
Optimization & Theory
(3)
Keywords
neural network
(6)
deep neural network
(4)
source separation
(4)
speech separation
(3)
representation learning
(2)
speech recognition
(2)
feature space
(2)
large language model
(2)
phoneme classification
(2)
minimal pair
(2)
neural decoding
(2)
speech enhancement
(2)
diffusion model
(2)
voice conversion
(1)
knowledge distillation
(1)
transfer learning
(1)
self-supervised learning
(1)
embedding learning
(1)
zero-shot learning
(1)
style transfer
(1)
Papers
DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis
AAAI 2026
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding
ACL 2025
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence
ACL 2025
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations
EMNLP 2025
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
Interspeech 2025
Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language
NAACL 2025
StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion
NAACL 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs
ACL 2025
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes
Interspeech 2023
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
NeurIPS 2023
Binaural Speech Separation of Moving Speakers With Preserved Spatial Cues
Interspeech 2021
Continuous Speech Separation Using Speaker Inventory for Long Recording
Interspeech 2021
Empirical Analysis of Generalized Iterative Speech Separation Networks
Interspeech 2021
Implicit Filter-and-Sum Network for End-to-End Multi-Channel Speech Separation
Interspeech 2021
StarGANv2-VC: A Diverse, Unsupervised, Non-Parallel Framework for Natural-Sounding Voice Conversion
Interspeech 2021
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems
NeurIPS 2021
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss
Interspeech 2020
Music Source Activity Detection and Separation Using Deep Attractor Network
Interspeech 2018
Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network
Interspeech 2018
Speech Processing in the Human Brain Meets Deep Learning
Interspeech 2018
Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition
ICML 2017
Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations
Interspeech 2016
On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models
Interspeech 2016