2 citations · 2 across the 8 of their papers we have counts for
4 papers · 1 filter
Multimodal Speaker Identification in Classroom Environments
Michael L. Chrzan, Meghavarshini Krishnaswamy, Robert Gibboni +3
Automated analysis of K-12 classroom dynamics faces challenges due to background noise and variable child speech, often confounding acoustic-only models. This study evaluates a mul…
RealClass: A Framework for Classroom Speech Simulation with Public Datasets and Game Engines
Ahmed Adel Attia, Jing Liu, Carol Espy Wilson
The scarcity of large-scale classroom speech data has hindered the development of AI-driven speech models for education. Classroom datasets remain limited and not publicly availabl…
SimClass: A Classroom Speech Dataset Generated via Game Engine Simulation For Automatic Speech Recognition Research
Ahmed Adel Attia, Jing Liu, Carl Espy-Wilson
The scarcity of large-scale classroom speech data has hindered the development of AI-driven speech models for education. Public classroom datasets remain limited, and the lack of a…
Abstract Sound Fusion with Unconditional Inversion Models
Jing Liu, Enqi Lian, Moyao Deng
An abstract sound is defined as a sound that does not disclose identifiable real-world sound events to a listener. Sound fusion aims to synthesize an original sound and a reference…