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
Published in:Front Psychol
Main Authors: Fürer, Lukas, Schenk, Nathalie, Roth, Volker, Steppan, Martin, Schmeck, Klaus, Zimmermann, Ronan
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2020
Subjects:
Psychology
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7399377/
https://ncbi.nlm.nih.gov/pubmed/32849033
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyg.2020.01726
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