Preprint
Aug 2026
Speaker Role and Language Diarization for Analyzing Multilingual Interviews for Language Proficiency of Older Adults
Automatic language proficiency assessment in the context of multilingual interview-based settings remains underexplored. In this work, we develop Whisper-based speaker-role and language diarization systems to automatically extract respondent speech and characterize language usage in multilingual interviews with older a...
Anfeng Xu, Tian-Tian Feng, Kevin Huang et al.
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