Search Results for author: Andreea-Maria Oncescu

Found 4 papers, 3 papers with code

A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval

no code implementations29 Feb 2024 Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke

Furthermore, we show that using the same prompts, we can successfully employ LLMs to improve the retrieval on EpicSounds, compared to using the original audio class labels of the dataset.

Retrieval

Audio Retrieval with Natural Language Queries: A Benchmark Study

1 code implementation17 Dec 2021 A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie

Additionally, we introduce the SoundDescs benchmark, which consists of paired audio and natural language descriptions for a diverse collection of sounds that are complementary to those found in AudioCaps and Clotho.

AudioCaps Audio captioning +5

Cannot find the paper you are looking for? You can Submit a new open access paper.