Supervised Speaker Diarization Using Random Forests: A Tool for Psychotherapy Process Research

Speaker diarization is the practice of determining who speaks when in audio recordings. Psychotherapy research often relies on labor intensive manual diarization. Unsupervised methods are available but yield higher error rates. We present a method for supervised speaker diarization based on random f...

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Bibliographic Details
Main Authors: Lukas Fürer, Nathalie Schenk, Volker Roth, Martin Steppan, Klaus Schmeck, Ronan Zimmermann
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2020.01726/full