Sreyan Ghosh
33 papers · 2020–2026 · 11 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.
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Venues
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Research topics
Artificial Intelligence
(24)
Core AI
(22)
Machine Learning
(20)
Natural Language Processing
(12)
Learning Types Β· Machine Learning
(11)
Deep Learning
(10)
Speech & Audio
(8)
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Applications
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Core Methods
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Analysis
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Learning Types Β· Deep Learning
(4)
Recognition
(4)
Keywords
multimodal learning
(9)
data augmentation
(6)
audio-language model
(5)
contrastive learning
(4)
large language model
(4)
multi-task learning
(3)
speech recognition
(3)
audio classification
(3)
visual cue
(3)
transformer model
(3)
automatic speech recognition
(3)
benchmark evaluation
(3)
named entity recognition
(2)
generative error correction
(2)
low-resource setting
(2)
synthetic data
(2)
span extraction
(2)
instruction tuning
(2)
speech enhancement
(2)
speech analysis
(2)
Papers
FIGMA: Towards FIne-Grained Music retrievAl
ACL 2026
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
AAAI 2026
Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
ACL 2026
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
ICML 2025
Do Audio-Language Models Understand Linguistic Variations?
NAACL 2025
EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding
EMNLP 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
ACL 2025
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
ICLR 2025
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions
EMNLP 2025
PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
NAACL 2025
ProSE: Diffusion Priors for Speech Enhancement
NAACL 2025
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
ICLR 2025
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
ICLR 2025
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
ACL 2024
A Closer Look at the Limitations of Instruction Tuning
ICML 2024
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
ACL 2024
AV-RIR: Audio-Visual Room Impulse Response Estimation
CVPR 2024
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP
NAACL 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
ICLR 2024
Do Vision-Language Models Understand Compound Nouns?
NAACL 2024
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
EMNLP 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
EMNLP 2024
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
Interspeech 2024
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
ACL 2023
AdVerb: Visually Guided Audio Dereverberation
ICCV 2023
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network
EMNLP 2023
DALE: Generative Data Augmentation for Low-Resource Legal NLP
EMNLP 2023
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
Interspeech 2023
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances
Interspeech 2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances
Interspeech 2022
Span Extraction Aided Improved Code-mixed Sentiment Classification
COLING 2022
Cisco at SemEval-2021 Task 5: Whatβs Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments
SemEval 2021
End-to-End Named Entity Recognition from English Speech
Interspeech 2020