11 citations · 12 across the 11 of their papers we have counts for
3 papers · 1 filter
Event-Grounded Question Answering over Long Audio via Structured Retrieval
Kartik Hegde, Arvind Krishna Sridhar, Naveen Vakada +2
Answering natural-language questions over multi-hour audio requires reliable event recognition, temporal grounding, and efficient retrieval. We present LA-RAG (Long Audio Retrieval…
Aligning Audio Captions with Human Preferences
Kartik Hegde, Rehana Mahfuz, Yinyi Guo +1
Current audio captioning relies on supervised learning with paired audio-caption data, which is costly to curate and may not reflect human preferences in real-world scenarios. To a…
Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding
Vakada Naveen, Arvind Krishna Sridhar, Yinyi Guo +1
This paper presents a comprehensive chatbot system designed to handle a wide range of audio-related queries by integrating multiple specialized audio processing models. The propose…