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Arnold Milstein | Stanford HAI

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peopleFaculty

Arnold Milstein

Professor of Medicine

External Bio
Latest Work
Assessing the accuracy of automatic speech recognition for psychotherapy
Adam Miner, Albert Haque, Jason Fries, Scott Fleming, Denise Wilfley, Terence Wilson, Arnold Milstein, Dan Jurafsky, Bruce Arnow, Stewart Agras, Fei-Fei Li, Nigam Shah
Dec 28
Research

Accurate transcription of audio recordings in psychotherapy would improve therapy effectiveness, clinician training, and safety monitoring. Although automatic speech recognition software is commercially available, its accuracy in mental health settings has not been well described. It is unclear which metrics and thresholds are appropriate for different clinical use cases, which may range from population descriptions to individual safety monitoring.

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