Tyagi, Utkarsh
- MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
2024/10/24 by S Sakshi, Utkarsh Tyagi, Sakshi, S +15 · 89 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
2024/06/17 by Sreyan Ghosh, Ghosh, Sreyan, Sonal Kumar +15 · 44 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
- CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
2023/10/12 by Sreyan Ghosh, Ghosh, Sreyan, Ashish Seth +17 · 11 citations
Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Speech Recognition and Synthesis
- Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
2024/05/24 by Sreyan Ghosh, Ghosh, Sreyan, Chandra Kiran Reddy Evuru +11 · 8 citations
Arts and Humanities · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Hallucinations in medical conditions #Mental Health and Psychiatry
- MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
2022/03/31 by Sreyan Ghosh, Ghosh, Sreyan, Tyagi, Utkarsh +4 · 3 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- AdVerb: Visually Guided Audio Dereverberation
2023/08/23 by Sanjoy Chowdhury, Sreyan Ghosh, Chowdhury, Sanjoy +9 · 3 citations
Computer Science · Neuroscience · #Speech and Audio Processing #Hearing Loss and Rehabilitation #Image and Signal Denoising Methods
- CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network
2023/03/02 by Ghosh, Sreyan, Suri, Manan, Chiniya, Purva +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
2023/06/01 by Ghosh, Sreyan, Tyagi, Utkarsh, Suri, Manan +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
2023/08/19 by Sreyan Ghosh, Ghosh, Sreyan, Chandra Kiran Reddy Evuru +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP
2024/03/30 by Chandra Kiran Reddy Evuru, Evuru, Chandra Kiran Reddy, Sreyan Ghosh +9 · 2 citations
Computer Science · #Natural Language Processing Techniques
- ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
2024/06/06 by Sreyan Ghosh, Ghosh, Sreyan, Utkarsh Tyagi +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
2024/06/06 by Ghosh, Sreyan, Kumar, Sonal, Seth, Ashish +4 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- Do Vision-Language Models Understand Compound Nouns?
2024/03/30 by Sonal Kumar, Kumar, Sonal, Sreyan Ghosh +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems