14 citations · 15 across the 5 of their papers we have counts for
4 papers · 1 filter
DiffSED: Sound Event Detection with Denoising Diffusion
Swapnil Bhosale, Sauradip Nag, Diptesh Kanojia +2
Sound Event Detection (SED) aims to predict the temporal boundaries of all the events of interest and their class labels, given an unconstrained audio sample. Taking either the spl…
Automatic Audio Captioning using Attention weighted Event based Embeddings
Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu
Automatic Audio Captioning (AAC) refers to the task of translating audio into a natural language that describes the audio events, source of the events and their relationships. The…
Automatic Speaker Independent Dysarthric Speech Intelligibility Assessment System
Ayush Tripathi, Swapnil Bhosale, Sunil Kumar Kopparapu
Dysarthria is a condition which hampers the ability of an individual to control the muscles that play a major role in speech delivery. The loss of fine control over muscles that as…
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining
Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu
Few-shot learning aims to generalize unseen classes that appear during testing but are unavailable during training. Prototypical networks incorporate few-shot metric learning, by c…