Enhancing Video Corpus Moment Retrieval in Long Ego-centric Videos with LLM and Audio Fusion
Published in In preparation, 2026
Finding the right moment inside hours of egocentric video by fusing audio with language-model reasoning over the visual stream.
Status
This work is under development. There is no preprint and no results to report yet.
If it overlaps something you are working on, get in touch; I would rather compare notes early than collide at submission.
Related
It continues the video corpus moment retrieval work I began during a research visit to Dima Damen’s group at the University of Bristol, and follows the retrieval line of Frame Length Bias (BMVC 2023) and An Overview of Challenges in Egocentric Text-Video Retrieval (CVPR 2023 Workshop) into longer, untrimmed footage.