3 citations · 6 across the 12 of their papers we have counts for
3 papers · 1 filter
ProSE: Diffusion Priors for Speech Enhancement
Sonal Kumar, Sreyan Ghosh, Utkarsh Tyagi +4
Speech enhancement (SE) is the foundational task of enhancing the clarity and quality of speech in the presence of non-stationary additive noise. While deterministic deep learning…
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru +3
Open-vocabulary audio-language models, like CLAP, offer a promising approach for zero-shot audio classification (ZSAC) by enabling classification with any arbitrary set of categori…
RECAP: Retrieval-Augmented Audio Captioning
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru +2
We present RECAP (REtrieval-Augmented Audio CAPtioning), a novel and effective audio captioning system that generates captions conditioned on an input audio and other captions simi…