all AI news
Parkinson's disease diagnostics using AI and natural language knowledge transfer. (arXiv:2204.12559v1 [cs.CL])
cs.CL updates on arXiv.org arxiv.org
In this work, the issue of Parkinson's disease (PD) diagnostics using
non-invasive antemortem techniques was tackled. A deep learning approach for
classification of raw speech recordings in patients with diagnosed PD was
proposed. The core of proposed method is an audio classifier using knowledge
transfer from a pretrained natural language model, namely \textit{wav2vec 2.0}.
Method was tested on a group of 38 PD patients and 10 healthy persons above the
age of 50. A dataset of speech recordings acquired using …
ai arxiv diagnostics disease knowledge language natural natural language parkinson's parkinson's disease transfer