Browsing oddělení-TKO-SIX by Issue Date
Now showing items 21-25 of 25
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Changes in Phonation and Their Relations with Progress of Parkinson’s Disease
(MDPI, 2019-01-22)Hypokinetic dysarthria, which is associated with Parkinson’s disease (PD), affects several speech dimensions, including phonation. Although the scientific community has dealt with a quantitative analysis of phonation in ... -
Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation
(MDPI, 2019-02-15)The 3D image segmentation is the process of partitioning a digital 3D volumes into multiple segments. This paper presents a fully automatic method for high resolution 3D volumetric segmentation of medical image data using ... -
Gabor frames and deep scattering networks in audio processing
(MDPI, 2019-09-26)This paper introduces Gabor scattering, a feature extractor based on Gabor frames and Mallat's scattering transform. By using a simple signal model for audio signals specific properties of Gabor scattering are studied. It ... -
Enhancement of Conventional Beat Tracking System Using Teager–Kaiser Energy Operator
(MDPI, 2020-01-04)Beat detection systems are widely used in the music information retrieval (MIR) research field for the computation of tempo and beat time positions in audio signals. One of the most important parts of these systems is ... -
Towards robust voice pathology detection Investigation of supervised deep learning, gradient boosting, and anomaly detection approaches across four databases
(Springer, 2020-10-02)Automatic objective non-invasive detection of pathological voice based on computerized analysis of acoustic signals can play an important role in early diagnosis, progression tracking and even effective treatment of ...