Deepanway Ghosal
- Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
2024/04/15 by Navonil Majumder, Chia-Yu Hung, Majumder, Navonil +9 · 30 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Mustango: Toward Controllable Text-to-Music Generation
2023/11/14 by Jan Melechovský, Zixun Guo, Melechovsky, Jan +9 · 22 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Digital Humanities and Scholarship #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #electronic engineering #information engineering
- DialogueGCN: A Graph Convolutional Neural Network for Emotion\n Recognition in Conversation
2019/08/30 by Deepanway Ghosal, Navonil Majumder, Ghosal, Deepanway +7 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
- Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
2023/04/24 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +5 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
2024/12/16 by Qi Sun, Sun, Qi, Pengfei Hong +11 · 20 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Robotics (cs.RO) #Semantic Web and Ontologies
- PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
2024/03/20 by Yew Ken Chia, Vernon Toh Yan Han, Chia, Yew Ken +7 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- COSMIC: COmmonSense knowledge for eMotion Identification in\n Conversations
2020/10/06 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 5 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
- Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning
2024/03/06 by Deepanway Ghosal, Ghosal, Deepanway, Vernon Toh Yan Han +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
2024/01/17 by Pengfei Hong, Hong, Pengfei, Navonil Majumder +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Education and E-Learning
- Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
2023/10/31 by Deepanway Ghosal, Navonil Majumder, Ghosal, Deepanway +7 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
- Multi-task Learning for Multi-modal Emotion Recognition and Sentiment\n Analysis
2019/05/14 by Shad Akhtar, Akhtar, Md Shad, Dushyant Singh Chauhan +10 · 2 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining
- CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
2022/03/25 by Deepanway Ghosal, Ghosal, Deepanway, Siqi Shen +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning
2024/10/16 by Vernon Toh, Deepanway Ghosal, Toh, Vernon Y. H. +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques
- Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
2021/06/22 by Navonil Majumder, Majumder, Navonil, Deepanway Ghosal +9 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Natural Language Processing Techniques #Topic Modeling
- Test-Time Scaling via Error Localization
2026/07/23 by Rajiv Shailesh Chitale, Rahul Madhavan, Taneesh Gupta +2
#cs.LG