An ASR, text-obfuscation, and zero-shot TTS pipeline lowers automatic dementia detection in speech by 10 to 16 percent F1 while improving intelligibility, with only moderate speaker similarity.
Identifying mild cognitive impairment and mild alzheimer’s disease based on spontaneous speech using asr and linguistic features,
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ClaritySpeech: Dementia Obfuscation in Speech
An ASR, text-obfuscation, and zero-shot TTS pipeline lowers automatic dementia detection in speech by 10 to 16 percent F1 while improving intelligibility, with only moderate speaker similarity.