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Towards Robust Voice Pathology Detection

Jul 13, 2019
Pavol Harar, Zoltan Galaz, Jesus B. Alonso-Hernandez, Jiri Mekyska, Radim Burget, Zdenek Smekal

* Neural Computing and Applications (2018): 1-11 
* 11 pages, 1 figure, 10 tables. Keywords: Voice pathology detection, deep learning, gradient boosting, anomaly detection 

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Voice Pathology Detection Using Deep Learning: a Preliminary Study

Jul 12, 2019
Pavol Harar, Jesus B. Alonso-Hernandez, Jiri Mekyska, Zoltan Galaz, Radim Burget, Zdenek Smekal

* In 2017 international conference and workshop on bioinspired intelligence (IWOBI), pp. 1-4. IEEE, 2017 
* 4 pages, 1 figure, 5 tables 

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Machines listening to music: the role of signal representations in learning from music

Mar 27, 2019
Roswitha Bammer, Anna Breger, Monika Dörfler, Pavol Harar, Zdenek Smekal

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On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems

Jan 22, 2019
Anna Breger, Jose Ignacio Orlando, Pavol Harar, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler

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