4 citations · 4 across the 6 of their papers we have counts for
5 papers · 1 filter
OmniSonic: Towards Universal and Holistic Audio Generation from Video and Text
Weiguo Pian, Saksham Singh Kushwaha, Zhimin Chen +4
In this paper, we propose Universal Holistic Audio Generation (UniHAGen), a task for synthesizing comprehensive auditory scenes that include both on-screen and off-screen sounds ac…
: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
Sarthak Kumar Maharana, Saksham Singh Kushwaha, Baoming Zhang +4
While recent audio-visual models have demonstrated impressive performance, their robustness to distributional shifts at test-time remains not fully understood. Existing robustness…
Diff-SAGe: End-to-End Spatial Audio Generation Using Diffusion Models
Saksham Singh Kushwaha, Jianbo Ma, Mark R. P. Thomas +2
Spatial audio is a crucial component in creating immersive experiences. Traditional simulation-based approaches to generate spatial audio rely on expertise, have limited scalabilit…
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions
Saksham Singh Kushwaha, Iran R. Roman, Magdalena Fuentes +1
Localizing a moving sound source in the real world involves determining its direction-of-arrival (DOA) and distance relative to a microphone. Advancements in DOA estimation have be…
A Multimodal Prototypical Approach for Unsupervised Sound Classification
Saksham Singh Kushwaha, Magdalena Fuentes
In the context of environmental sound classification, the adaptability of systems is key: which sound classes are interesting depends on the context and the user's needs. Recent ad…