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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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Detalles Bibliográficos
Autores principales: Fürer, Lukas, Schenk, Nathalie, Roth, Volker, Steppan, Martin, Schmeck, Klaus, Zimmermann, Ronan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7399377/
https://www.ncbi.nlm.nih.gov/pubmed/32849033
http://dx.doi.org/10.3389/fpsyg.2020.01726