111 citations · 257 across the 26 of their papers we have counts for
3 papers · 1 filter
Dissecting Temporal Understanding in Text-to-Audio Retrieval
Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke
Recent advancements in machine learning have fueled research on multimodal tasks, such as for instance text-to-video and text-to-audio retrieval. These tasks require models to unde…
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models
David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke +1
Audio-visual zero-shot learning methods commonly build on features extracted from pre-trained models, e.g. video or audio classification models. However, existing benchmarks predat…
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval
Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman +2
Video databases from the internet are a valuable source of text-audio retrieval datasets. However, given that sound and vision streams represent different "views" of the data, trea…