Jan Rusz

43 papers A 10C 2Misc 4Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease.
CoRR
Abner Hernandez, Eunjung Yeo, Kwanghee Choi, Chin-Jou Li, Zhengjun Yue, Rohan Kumar Das, Jan Rusz, Mathew Magimai-Doss, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara, Andreas K. Maier, Elmar Nöth, David R. Mortensen, David Harwath, Paula Andrea Pérez-Toro
2025 J jnl
Dynamic cheek surface modeling for enhanced hypomimia detection in Parkinson's disease.
Comput. Biol. Medicine
Cristian David Ríos-Urrego, Tereza Tykalová, Petr Dusek, Juan Rafael Orozco-Arroyave, Jan Rusz, Michal Novotny
2025 — conf
Enhancing Detection of Parkinson-Induced Dysarthria with Cross-Lingual Transfer Learning.
TSD (1)
Andreas Rouvalis, Johannes Tröger, Julius Steuer, Juan Rafael Orozco-Arroyave, Jan Rusz, Jouni Pohjalainen, Hali Lindsay, Bernd Möbius, Dietrich Klakow
2025 J jnl
VASIR: Open-Source Android Application for Visual Analog Scale Intelligibility Rating of Dysarthric Speech.
IEEE Access
Petr Krýze, Vojtech Illner, Tomás Kouba, Michal Novotný, Michal Simek, Jan Svihlík, Tereza Tykalová, Jan Rusz
2024 J jnl
An automatic measure for speech intelligibility in dysarthrias - validation across multiple languages and neurological disorders.
Frontiers Digit. Health
Johannes Tröger, Felix Dörr, Louisa Schwed, Nicklas Linz, Alexandra König, Tabea Thies, Michael T. Barbe, Juan Rafael Orozco-Arroyave, Jan Rusz
2024 J jnl
Automatic speech-based assessment to discriminate Parkinson's disease from essential tremor with a cross-language approach.
npj Digit. Medicine
Cristian David Ríos-Urrego, Jan Rusz, Juan Rafael Orozco-Arroyave
2024 J jnl
Corrigendum: An automatic measure for speech intelligibility in dysarthrias - validation across multiple languages and neurological disorders.
Frontiers Digit. Health
Johannes Tröger, Felix Dörr, Louisa Schwed, Nicklas Linz, Alexandra König, Tabea Thies, Michael T. Barbe, Juan Rafael Orozco-Arroyave, Jan Rusz
2023 A conf
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors.
INTERSPEECH
Cristian David Ríos-Urrego, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 A conf
Comparison of acoustic measures of dysphonia in Parkinson's disease and Huntington's disease: Effect of sex and speaking task.
INTERSPEECH
Michal Simek, Tomás Kouba, Michal Novotný, Tereza Tykalová, Jan Rusz
2023 A conf
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages.
INTERSPEECH
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
2023 J jnl
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages.
CoRR
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
2023 A conf
Glottal source analysis of voice deficits in basal ganglia dysfunction: evidence from de novo Parkinson's disease and Huntington's disease.
INTERSPEECH
Michal Novotný, Tereza Tykalová, Michal Simek, Tomás Kouba, Jan Rusz
2023 — conf
Language Generalization Using Active Learning in the Context of Parkinson's Disease Classification.
TSD
Santiago Andres Moreno-Acevedo, Cristian D. Ríos-Urrego, Juan Camilo Vásquez-Correa, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 A conf
Relationship between LTAS-based spectral moments and acoustic parameters of hypokinetic dysarthria in Parkinson's disease.
INTERSPEECH
Jan Svihlík, Vojtech Illner, Petr Krýze, Mário Sousa, Paul Krack, Elina Tripoliti, Robert Jech, Jan Rusz
2023 J jnl
The automated screening of speech motor development in children based on the sequential motion rate.
Comput. Biol. Medicine
Roman Cmejla, Michal Novotny, Jan Rusz, Tereza Tykalová, Jan Vimr, Jan Hlavnicka
2023 A conf
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
Vojtech Illner, Petr Krýze, Jan Svihlík, Mário Sousa, Paul Krack, Elina Tripoliti, Robert Jech, Jan Rusz
2022 J jnl
Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study.
Comput. Biol. Medicine
Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
2022 J jnl
Automated video-based assessment of facial bradykinesia in de-novo Parkinson's disease.
npj Digit. Medicine
Michal Novotny, Tereza Tykalová, Hana Ruzickova, Evzen Ruzicka, Petr Dusek, Jan Rusz
2021 J jnl
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study.
CoRR
Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
2021 J jnl
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages.
Pattern Recognit. Lett.
Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2020 J jnl
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages.
CoRR
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth
2020 — conf
Dependency Analysis of Spoken Language for Assessment of Neurological Disorders.
RaPID@LREC
Elif Eyigöz, Mary Pietrowicz, Carla Agurto, Juan Rafael Orozco-Arroyave, Adolfo M. García, Sabine Skodda, Jan Rusz, Elmar Nöth, Guillermo A. Cecchi
2020 J jnl
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.
Michal Novotný, Petr Dusek, Imen Daly, Evzen Ruzicka, Jan Rusz
2020 J jnl
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.
Vojtech Illner, Pavel Sovka, Jan Rusz
2019 J jnl
A forced gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing.
Biomed. Signal Process. Control.
Laureano Moro-Velázquez, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Jesús Villalba, Jan Rusz, Stefanie Shattuck-Hufnagel, Najim Dehak
2019 J jnl
Acoustic Tracking of Pitch, Modal, and Subharmonic Vibrations of Vocal Folds in Parkinson's Disease and Parkinsonism.
IEEE Access
Jan Hlavnicka, Roman Cmejla, Jirí Klempír, Evzen Ruzicka, Jan Rusz
2019 C conf
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages.
CIARP
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth
2019 Misc conf
Towards Disease-specific Speech Markers for Differential Diagnosis in Parkinsonism.
ICASSP
Biswajit Das, Khalid Daoudi, Jirí Klempír, Jan Rusz
2018 Misc conf
Linear Classification in Speech-Based Objective Differential Diagnosis of Parkinsonism.
ICASSP
Gongfeng Li, Khalid Daoudi, Jirí Klempír, Jan Rusz
2018 — conf
Study of the Automatic Detection of Parkison's Disease Based on Speaker Recognition Technologies and Allophonic Distillation.
EMBC
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
2017 A conf
Acoustic Evaluation of Nasality in Cerebellar Syndromes.
INTERSPEECH
Michal Novotný, Jan Rusz, K. Spálenka, Jirí Klempír, Dana Horáková, Evzen Ruzicka
2017 A conf
Dysprosody Differentiate Between Parkinson's Disease, Progressive Supranuclear Palsy, and Multiple System Atrophy.
INTERSPEECH
Jan Hlavnicka, Tereza Tykalová, Roman Cmejla, Jirí Klempír, Evzen Ruzicka, Jan Rusz
2016 Misc conf
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech.
ICASSP
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2015 Misc conf
Automatic detection of voice onset time in dysarthric speech.
ICASSP
Michal Novotny, Jakub Pospisil, Roman Cmejla, Jan Rusz
2015 J jnl
Characterization Methods for the Detection of Multiple Voice Disorders: Neurological, Functional, and Laryngeal Diseases.
IEEE J. Biomed. Health Informatics
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
2015 A conf
Voiced/unvoiced transitions in speech as a potential bio-marker to detect parkinson's disease.
INTERSPEECH
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2014 J jnl
Automatic Evaluation of Articulatory Disorders in Parkinson's Disease.
IEEE ACM Trans. Audio Speech Lang. Process.
Michal Novotny, Jan Rusz, Roman Cmejla, Evzen Ruzicka
2014 A conf
Automatic detection of parkinson's disease from words uttered in three different languages.
INTERSPEECH
Juan Rafael Orozco-Arroyave, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
2013 J jnl
Bayesian changepoint detection for the automatic assessment of fluency and articulatory disorders.
Speech Commun.
Roman Cmejla, Jan Rusz, Petr Bergl, Jan Vokral
2011 — conf
Acoustic analysis of voice and speech characteristics in early untreated Parkinson's disease.
MAVEBA
Jan Rusz, Roman Cmejla, Hana Ruzickova, Jirí Klempír, Veronika Majerova, Jana Picmausova, Jan Roth, Evzen Ruzicka
2011 C conf
Detection of persons with Parkinson's disease by acoustic, vocal, and prosodic analysis.
ASRU
Tobias Bocklet, Elmar Nöth, Georg Stemmer, Hana Ruzickova, Jan Rusz
2011 — conf
Special session: acoustic analysis of Parkinsonian speech: issues, methods, and applications.
MAVEBA
Shimon Sapir, Sabine Skodda, Athanasios Tsanas, Jan Rusz
2011 J jnl
The Atlas of Physiology and Pathophysiology: Web-based multimedia enabled interactive simulations.
Comput. Methods Programs Biomed.
Jirí Kofránek, Stanislav Matousek, Jan Rusz, Petr Stodulka, Pavol Privitzer, Marek Matejak, Martin Tribula