most citedFrom User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition

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cs.SD2025

Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation

Jingping Nie, Dung T. Tran, Karan Thakkar +5

Auscultation, particularly heart sound, is a non-invasive technique that provides essential vital sign information. Recently, self-supervised acoustic representation foundation mod…

cs.SD2025

Modeling speech emotion with label variance and analyzing performance across speakers and unseen acoustic conditions

Vikramjit Mitra, Amrit Romana, Dung T. Tran +1

Spontaneous speech emotion data usually contain perceptual grades where graders assign emotion score after listening to the speech files. Such perceptual grades introduce uncertain…