Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

Abstract BackgroundThis research study aimed to detect the vocal features immersed in empathic counselor speech using samples of calls to a mental health helpline service. ObjectiveThis study aimed to produce an algorithm for the identification of empathy from thes...

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Váldodahkkit:	Ruvini Sanjeewa, Ravi Iyer, Pragalathan Apputhurai, Nilmini Wickramasinghe, Denny Meyer
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	JMIR Publications 2025-04-01
Ráidu:	JMIR Formative Research
Liŋkkat:	https://formative.jmir.org/2025/1/e67835
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