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2020 – today
- 2024
[j13]Cristian David Ríos-Urrego
, Jan Rusz, Juan Rafael Orozco-Arroyave:
Automatic speech-based assessment to discriminate Parkinson's disease from essential tremor with a cross-language approach. npj Digit. Medicine 7(1) (2024)- 2023
- [j12]Roman Cmejla, Michal Novotny, Jan Rusz, Tereza Tykalová, Jan Vimr, Jan Hlavnicka:
The automated screening of speech motor development in children based on the sequential motion rate. Comput. Biol. Medicine 162: 107086 (2023) - [c21]Michal Novotný, Tereza Tykalová, Michal Simek, Tomás Kouba, Jan Rusz:
Glottal source analysis of voice deficits in basal ganglia dysfunction: evidence from de novo Parkinson's disease and Huntington's disease. INTERSPEECH 2023: 1568-1572 - [c20]Jan Svihlík, Vojtech Illner, Petr Krýze, Mário Sousa, Paul Krack, Elina Tripoliti, Robert Jech, Jan Rusz:
Relationship between LTAS-based spectral moments and acoustic parameters of hypokinetic dysarthria in Parkinson's disease. INTERSPEECH 2023: 1758-1762 - [c19]Cristian David Ríos-Urrego, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors. INTERSPEECH 2023: 2368-2372 - [c18]Michal Simek, Tomás Kouba, Michal Novotný, Tereza Tykalová, Jan Rusz:
Comparison of acoustic measures of dysphonia in Parkinson's disease and Huntington's disease: Effect of sex and speaking task. INTERSPEECH 2023: 2398-2402 - [c17]Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave:
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages. INTERSPEECH 2023: 5003-5007 - [c16]Vojtech Illner, Petr Krýze, Jan Svihlík, Mário Sousa, Paul Krack, Elina Tripoliti, Robert Jech, Jan Rusz:
Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson's disease. INTERSPEECH 2023: 5027-5031 - [c15]Santiago Andres Moreno-Acevedo, Cristian D. Ríos-Urrego, Juan Camilo Vásquez-Correa, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Language Generalization Using Active Learning in the Context of Parkinson's Disease Classification. TSD 2023: 349-359 - [i3]Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave:
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages. CoRR abs/2305.11284 (2023) - 2022
- [j11]Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov:
Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study. Comput. Biol. Medicine 148: 105853 (2022) - [j10]Michal Novotny, Tereza Tykalová, Hana Ruzickova, Evzen Ruzicka, Petr Dusek, Jan Rusz:
Automated video-based assessment of facial bradykinesia in de-novo Parkinson's disease. npj Digit. Medicine 5 (2022) - 2021
- [j9]Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages. Pattern Recognit. Lett. 150: 272-279 (2021) - [i2]Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov:
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study. CoRR abs/2109.09844 (2021) - 2020
- [j8]Michal Novotný, Petr Dusek, Imen Daly, Evzen Ruzicka, Jan Rusz:
Glottal Source Analysis of Voice Deficits in Newly Diagnosed Drug-naïve Patients with Parkinson's Disease: Correlation Between Acoustic Speech Characteristics and Non-Speech Motor Performance. Biomed. Signal Process. Control. 57 (2020) - [j7]Vojtech Illner, Pavel Sovka, Jan Rusz:
Validation of freely-available pitch detection algorithms across various noise levels in assessing speech captured by smartphone in Parkinson's disease. Biomed. Signal Process. Control. 58: 101831 (2020) - [c14]Elif Eyigöz, Mary Pietrowicz, Carla Agurto, Juan Rafael Orozco-Arroyave, Adolfo M. García, Sabine Skodda, Jan Rusz, Elmar Nöth, Guillermo A. Cecchi:
Dependency Analysis of Spoken Language for Assessment of Neurological Disorders. RaPID@LREC 2020 - [i1]Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth:
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. CoRR abs/2002.04374 (2020)
2010 – 2019
- 2019
- [j6]Jan Hlavnicka, Roman Cmejla, Jirí Klempír, Evzen Ruzicka, Jan Rusz:
Acoustic Tracking of Pitch, Modal, and Subharmonic Vibrations of Vocal Folds in Parkinson's Disease and Parkinsonism. IEEE Access 7: 150339-150354 (2019) - [j5]Laureano Moro-Velázquez, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Jesús Villalba, Jan Rusz, Stefanie Shattuck-Hufnagel, Najim Dehak:
A forced gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing. Biomed. Signal Process. Control. 48: 205-220 (2019) - [c13]Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth:
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. CIARP 2019: 697-706 - [c12]Biswajit Das, Khalid Daoudi, Jirí Klempír, Jan Rusz:
Towards Disease-specific Speech Markers for Differential Diagnosis in Parkinsonism. ICASSP 2019: 5846-5850 - 2018
- [c11]Laureano Moro-Velázquez, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Jan Rusz, Sabine Skodda, Francisco Grandas, José-Miguel Velazquez, Juan Rafael Orozco-Arroyave, Elmar Nöth, Najim Dehak:
Study of the Automatic Detection of Parkison's Disease Based on Speaker Recognition Technologies and Allophonic Distillation. EMBC 2018: 1404-1407 - [c10]Gongfeng Li, Khalid Daoudi, Jirí Klempír, Jan Rusz:
Linear Classification in Speech-Based Objective Differential Diagnosis of Parkinsonism. ICASSP 2018: 5999-6003 - 2017
- [c9]Jan Hlavnicka, Tereza Tykalová, Roman Cmejla, Jirí Klempír, Evzen Ruzicka, Jan Rusz:
Dysprosody Differentiate Between Parkinson's Disease, Progressive Supranuclear Palsy, and Multiple System Atrophy. INTERSPEECH 2017: 1844-1848 - [c8]Michal Novotný, Jan Rusz, K. Spálenka, Jirí Klempír, Dana Horáková, Evzen Ruzicka:
Acoustic Evaluation of Nasality in Cerebellar Syndromes. INTERSPEECH 2017: 3132-3136 - 2016
- [c7]Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth:
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech. ICASSP 2016: 6490-6494 - 2015
- [j4]Juan Rafael Orozco-Arroyave, Elkyn Alexander Belalcázar-Bolaños, Julián David Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Khaled Daqrouq, Florian Hönig, Elmar Nöth:
Characterization Methods for the Detection of Multiple Voice Disorders: Neurological, Functional, and Laryngeal Diseases. IEEE J. Biomed. Health Informatics 19(6): 1820-1828 (2015) - [c6]Michal Novotny, Jakub Pospisil, Roman Cmejla, Jan Rusz:
Automatic detection of voice onset time in dysarthric speech. ICASSP 2015: 4340-4344 - [c5]Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth:
Voiced/unvoiced transitions in speech as a potential bio-marker to detect parkinson's disease. INTERSPEECH 2015: 95-99 - 2014
- [j3]Michal Novotny, Jan Rusz, Roman Cmejla, Evzen Ruzicka:
Automatic Evaluation of Articulatory Disorders in Parkinson's Disease. IEEE ACM Trans. Audio Speech Lang. Process. 22(9): 1366-1378 (2014) - [c4]Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth:
Automatic detection of parkinson's disease from words uttered in three different languages. INTERSPEECH 2014: 1573-1577 - 2013
- [j2]Roman Cmejla, Jan Rusz, Petr Bergl, Jan Vokral:
Bayesian changepoint detection for the automatic assessment of fluency and articulatory disorders. Speech Commun. 55(1): 178-189 (2013) - 2011
- [j1]Jirí Kofránek, Stanislav Matousek, Jan Rusz, Petr Stodulka, Pavol Privitzer, Marek Matejak, Martin Tribula:
The Atlas of Physiology and Pathophysiology: Web-based multimedia enabled interactive simulations. Comput. Methods Programs Biomed. 104(2): 143-153 (2011) - [c3]Tobias Bocklet, Elmar Nöth, Georg Stemmer, Hana Ruzickova, Jan Rusz:
Detection of persons with Parkinson's disease by acoustic, vocal, and prosodic analysis. ASRU 2011: 478-483 - [c2]Shimon Sapir, Sabine Skodda, Athanasios Tsanas, Jan Rusz:
Special session: acoustic analysis of Parkinsonian speech: issues, methods, and applications. MAVEBA 2011: 166-167 - [c1]Jan Rusz, Roman Cmejla, Hana Ruzickova, Jirí Klempír, Veronika Majerova, Jana Picmausova, Jan Roth, Evzen Ruzicka:
Acoustic analysis of voice and speech characteristics in early untreated Parkinson's disease. MAVEBA 2011: 181-184
Coauthor Index
aka: Cristian David Ríos-Urrego
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