In multilingual interviews with older adults in India, automatically extracted respondent speech ratio and intended-language usage predict human proficiency ratings, and the pattern survives fully automatic diarization.
IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
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Speaker Role and Language Diarization for Analyzing Multilingual Interviews for Language Proficiency of Older Adults
In multilingual interviews with older adults in India, automatically extracted respondent speech ratio and intended-language usage predict human proficiency ratings, and the pattern survives fully automatic diarization.