Jan Rusz

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Transfer Learning

Speaker Recognition

Mel Frequency Cepstral Coefficients

Neurological Disorders

Top Venues

Biomed. Signal Process. Control.

Publications

Cristian David Rios-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)
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)
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)
Soroosh Tayebi Arasteh, Cristian David Rios-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 (2023)
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)
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)
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 (2023)
Santiago Andres Moreno-Acevedo, Cristian D. Rios-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)
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)
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)
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)
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 (2022)
Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttman, 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 (2021)
Juan Camilo Vásquez-Correa, Cristian David Rios-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 (2021)
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)
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Rios-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 (2020)
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 (2020)
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)
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 (2019)
Biswajit Das, Khalid Daoudi, Jirí Klempír, Jan Rusz
Towards Disease-specific Speech Markers for Differential Diagnosis in Parkinsonism. ICASSP (2019)
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 (2019)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Cristian D. Rios-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)
Gongfeng Li, Khalid Daoudi, Jirí Klempír, Jan Rusz
Linear Classification in Speech-Based Objective Differential Diagnosis of Parkinsonism. ICASSP (2018)
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)
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)
Michal Novotný, Jan Rusz, K. Spálenka, Jirí Klempír, Dana Horáková, Evzen Ruzicka
Acoustic Evaluation of Nasality in Cerebellar Syndromes. INTERSPEECH (2017)
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)
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)
Michal Novotny, Jakub Pospisil, Roman Cmejla, Jan Rusz
Automatic detection of voice onset time in dysarthric speech. ICASSP (2015)
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) (2015)
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)
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) (2014)
Roman Cmejla, Jan Rusz, Petr Bergl, Jan Vokral
Bayesian changepoint detection for the automatic assessment of fluency and articulatory disorders. Speech Commun. 55 (1) (2013)
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)
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)
Shimon Sapir, Sabine Skodda, Athanasios Tsanas, Jan Rusz
Special session: acoustic analysis of Parkinsonian speech: issues, methods, and applications. MAVEBA (2011)
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) (2011)