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    Voice Analysis to Differentiate the Dopaminergic Response in People With Parkinson's Disease
    with Kian Abedinpour, Ozgur Polat, Mine Melodi Çalışkan, Afsaneh Asaei, Franz M. J. Pfister, Urban M. Fietzek, and Milos Cernak
    Frontiers in Human Neuroscience 15. 2021.
    Humans' voice offers the widest variety of motor phenomena of any human activity. However, its clinical evaluation in people with movement disorders such as Parkinson's disease lags behind current knowledge on advanced analytical automatic speech processing methodology. Here, we use deep learning-based speech processing to differentially analyze voice recordings in 14 people with PD before and after dopaminergic medication using personalized Convolutional Recurrent Neural Networks and Phone Attr…Read more