Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation

Balagopalan Aparna
Balagopalan Aparna
McDermott Matthew B. A.
McDermott Matthew B. A.
Nestor Bret
Nestor Bret

ML4H@NeurIPS, pp. 202-219, 2019.

Cited by: 0|Views7
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Abstract:

Multi-language speech datasets are scarce and often have small sample sizes in the medical domain. Robust transfer of linguistic features across languages could improve rates of early diagnosis and therapy for speakers of low-resource languages when detecting health conditions from speech. We utilize out-of-domain, unpaired, single-spea...More

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