22 citations · 40 across the 12 of their papers we have counts for
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cs.LG2024
Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches
Kexin Feng, Theodora Chaspari
This study investigates explainable machine learning algorithms for identifying depression from speech. Grounded in evidence from speech production that depression affects motor co…
cs.HC2024
A Pilot Study on Clinician-AI Collaboration in Diagnosing Depression from Speech
Kexin Feng, Theodora Chaspari
This study investigates clinicians' perceptions and attitudes toward an assistive artificial intelligence (AI) system that employs a speech-based explainable ML algorithm for detec…