Sunkara, Monica
- SpeechVerse: A Large-scale Generalizable Audio Language Model
2024/05/14 by Nilaksh Das, Saket Dingliwal, Das, Nilaksh +29 · 19 citations
Computer Science · #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 #Speech and Audio Processing #electronic engineering #information engineering
- MemInsight: Autonomous Memory Augmentation for LLM Agents
2025/03/27 by Rana Salama, Jason Cai, Salama, Rana +9 · 16 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
2025/02/03 by Yubin Ge, Salvatore Romeo, Ge, Yubin +10 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications
2024/12/06 by Raphael Shu, Shu, Raphael, Nilaksh Das +5 · 6 citations
Business, Management and Accounting · Computer Science · #Collaboration in agile enterprises #Big Data and Business Intelligence #Semantic Web and Ontologies
- Multimodal Semi-supervised Learning Framework for Punctuation Prediction\n in Conversational Speech
2020/08/03 by Monica Sunkara, Srikanth Ronanki, Sunkara, Monica +7 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Natural Language Processing Techniques
- Best of Both Worlds: Robust Accented Speech Recognition with Adversarial\n Transfer Learning
2021/03/09 by Nilaksh Das, Sravan Bodapati, Das, Nilaksh +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions
2025/06/02 by Tamer Alkhouli, Katerina Margatina, Alkhouli, Tamer +10 · 4 citations
Arts and Humanities · Psychology · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Media, Religion, Digital Communication #Religious, Philosophical, and Educational Studies
- Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development
2025/05/22 by Ming Shen, Shen, Ming, Raphael Shu +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices #Topic Modeling
- Inference time LLM alignment in single and multidomain preference spectrum
2024/10/24 by Sadat Shahriar, Zheng Qi, Shahriar, Sadat +13 · 2 citations
Computer Science · #Rough Sets and Fuzzy Logic #Data Management and Algorithms #Web Data Mining and Analysis
- Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation
2023/05/05 by Nilaksh Das, Monica Sunkara, Das, Nilaksh +11 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- A Study on Leveraging Search and Self-Feedback for Agent Reasoning
2025/02/17 by K, Karthikeyan, Yuan, Michelle, Mansimov, Elman +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences