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Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature

Autor: Vrba, Jan, Steinbach, Jakub, Jirsa, Tomáš, Verde, Laura, De Fazio, Roberta, Homma, Noriyasu, Zeng, Yuwen, Ichiji, Key, Hájek, Lukáš, Sedláková, Zuzana, Mareš, Jan

In this study, we propose a robust set of features derived from a thorough research of contemporary practices in voice pathology detection. The feature set is based on the combination of acoustic handcrafted features. Additionally, we introduce pitch

Externí odkaz: http://arxiv.org/abs/2410.10537

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Mimetic Muscle Rehabilitation Analysis Using Clustering of Low Dimensional 3D Kinect Data

Autor: Vishwakarma, Sumit Kumar, Kumar, Sanjeev, Aggarwal, Shrey, Mareš, Jan

Facial nerve paresis is a severe complication that arises post-head and neck surgery; This results in articulation problems, facial asymmetry, and severe problems in non-verbal communication. To overcome the side effects of post-surgery facial paraly

Externí odkaz: http://arxiv.org/abs/2302.09295

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Akademický článek

Multi Path Heterogeneous Neural Networks: Novel comprehensive classification method of facial nerve function

Autor: Spark, Alan, Kohout, Jan, Verešpejová, Ludmila, Chovanec, Martin, Mareš, Jan

Publikováno v: In Biomedical Signal Processing and Control March 2025 101

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Key graph properties affecting transport efficiency of flip-flop Grover percolated quantum walks

Autor: Mareš, Jan, Novotný, Jaroslav, Štefaňák, Martin, Jex, Igor

Quantum walks exhibit properties without classical analogues. One of those is the phenomenon of asymptotic trapping -- there can be non-zero probability of the quantum walker being localised in a finite part of the underlying graph indefinitely even

Externí odkaz: http://arxiv.org/abs/2202.09582

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