Speaker-turn aware diarization for speech-based cognitive assessments

Speaker-turn aware diarization for speech-based cognitive assessments

IntroductionSpeaker diarization is an essential preprocessing step for diagnosing cognitive impairments from speech-based Montreal cognitive assessments (MoCA).MethodsThis paper proposes three enhancements to the conventional speaker diarization methods for such assessments. The enhancements tackle...

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Bibliographic Details
Main Authors: Sean Shensheng Xu, Xiaoquan Ke, Man-Wai Mak, Ka Ho Wong, Helen Meng, Timothy C. Y. Kwok, Jason Gu, Jian Zhang, Wei Tao, Chunqi Chang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Neuroscience
Subjects:
speaker diarization
speaker embedding
comprehensive scoring
speaker-turn timestamps
MOCA
dementia detection
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1351848/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1351848/full

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