Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach
García, Adolfo M., Arias‐Vergara, Tomás, Vasquez‐Correa, Juan, Nöth, Elmar, Schuster, Maria, Welch, Ariane E., Bocanegra, Yamile, Baena, Ana, Orozco‐Arroyave, Juan R.
Published in Movement disorders (01.12.2021)
Published in Movement disorders (01.12.2021)
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Journal Article
VOAT: Voice Onset Analysis Tool
Arias-Vergara, Tomás, Madill, Catherine, Nguyen, Duong, Holik, John, Döllinger, Michael
Published in SoftwareX (01.09.2024)
Published in SoftwareX (01.09.2024)
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Journal Article
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech
Tayebi Arasteh, Soroosh, Arias-Vergara, Tomás, Pérez-Toro, Paula Andrea, Weise, Tobias, Packhäuser, Kai, Schuster, Maria, Noeth, Elmar, Maier, Andreas, Yang, Seung Hee
Published in Communications medicine (25.09.2024)
Published in Communications medicine (25.09.2024)
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Journal Article
Machine learning based estimation of hoarseness severity using sustained vowelsa
Schraut, Tobias, Schützenberger, Anne, Arias-Vergara, Tomás, Kunduk, Melda, Echternach, Matthias, Döllinger, Michael
Published in The Journal of the Acoustical Society of America (01.01.2024)
Published in The Journal of the Acoustical Society of America (01.01.2024)
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Journal Article
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages
Vásquez-Correa, Juan Camilo, Rios-Urrego, Cristian David, Arias-Vergara, Tomás, Schuster, Maria, Rusz, Jan, Nöth, Elmar, Orozco-Arroyave, Juan Rafael
Published in Pattern recognition letters (01.10.2021)
Published in Pattern recognition letters (01.10.2021)
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Journal Article
Depression assessment in people with Parkinson’s disease: The combination of acoustic features and natural language processing
Pérez-Toro, Paula Andrea, Arias-Vergara, Tomás, Klumpp, Philipp, Vásquez-Correa, Juan Camilo, Schuster, Maria, Nöth, Elmar, Orozco-Arroyave, Juan Rafael
Published in Speech communication (01.11.2022)
Published in Speech communication (01.11.2022)
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Journal Article
Adult Cochlear Implant Users versus Typical Hearing Persons: An Automatic Analysis of Acoustic--Prosodic Parameters
Arias-Vergara, Tomás, Batliner, Anton, Rader, Tobias, Polterauer, Daniel, Högerle, Catalina, Müller, Joachim, Orozco-Arroyave, Juan-Rafael, Nöth, Elmar, Schuster, Maria
Published in Journal of speech, language, and hearing research (01.12.2022)
Published in Journal of speech, language, and hearing research (01.12.2022)
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Journal Article
The phonetic footprint of Parkinson’s disease
Klumpp, Philipp, Arias-Vergara, Tomás, Vásquez-Correa, Juan Camilo, Pérez-Toro, Paula Andrea, Orozco-Arroyave, Juan Rafael, Batliner, Anton, Nöth, Elmar
Published in Computer speech & language (01.03.2022)
Published in Computer speech & language (01.03.2022)
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Journal Article
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
Vysotskaya, Nastassia, Maul, Noah, Fusco, Alessandra, Hazra, Souvik, Harnisch, Jens, Arias-Vergara, Tomas, Maier, Andreas
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
High-speed video endoscopy to improve the diagnosis of voice disorders
Dürr, Stephan, Schützenberger, Anne, Kist, Andreas, Semmler, Marion, Schraut, Tobias, Arias-Vergara, Tomas, Döllinger, Michael
Published in Laryngo-Rhino-Otologie (01.05.2022)
Published in Laryngo-Rhino-Otologie (01.05.2022)
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Conference Proceeding
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
Pérez-Toro, Paula Andrea, Klumpp, Philipp, Vasquez-Correa, Juan Camilo, Schuster, Maria, Nöth, Elmar, Orozco-Arroyave, Juan Rafael, Arias-Vergara, Tomás
Published in Text, Speech, and Dialogue
Published in Text, Speech, and Dialogue
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Book Chapter
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages
Vásquez-Correa, Juan Camilo, Arias-Vergara, Tomas, Rios-Urrego, Cristian D., Schuster, Maria, Rusz, Jan, Orozco-Arroyave, Juan Rafael, Nöth, Elmar
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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Book Chapter
Apkinson : the Smartphone Application for Telemonitoring Parkinson’s Patients Through speech, Gait and Hands Movement
Orozco-Arroyave, Juan Rafael, Vásquez-Correa, Juan Camilo, Klumpp, Philipp, Pérez-Toro, Paula Andrea, Escobar-Grisales, Daniel, Roth, Nils, Ríos-Urrego, Cristian David, Strauss, Martin, Carvajal-Castaño, Helber Andrés, Bayerl, Sebastian, Castrillón-Osorio, Luis Reinel, Arias-Vergara, Tomas, Künderle, Arne, López-Pabón, Felipe Orlando, Parra-Gallego, Luis Felipe, Eskofier, Björn, Gómez-Gómez, Luis Felipe, Schuster, Maria, Nöth, Elmar
Published in Neurodegenerative disease management (01.06.2020)
Published in Neurodegenerative disease management (01.06.2020)
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Journal Article
Automatic Intelligibility Assessment of Parkinson’s Disease with Diadochokinetic Exercises
Parra-Gallego, L. Felipe, Arias-Vergara, Tomás, Vásquez-Correa, Juan Camilo, Garcia-Ospina, Nicanor, Orozco-Arroyave, Juan Rafael, Nöth, Elmar
Published in Applied Computer Sciences in Engineering
Published in Applied Computer Sciences in Engineering
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Book Chapter
Hochgeschwindigkeitsvideoendoskopie zur Verbesserung der Diagnostik von Stimmstörungen
Dürr, Stephan, Schützenberger, Anne, Kist, Andreas, Semmler, Marion, Schraut, Tobias, Arias-Vergara, Tomas, Döllinger, Michael
Published in Laryngo-Rhino-Otologie (01.05.2022)
Published in Laryngo-Rhino-Otologie (01.05.2022)
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Conference Proceeding
2682: Automatically identifying patients at risk of 4DCT artifacts via their breathing signal
Schwarz, Annette, Dickmann, Jannis, Hofmann, Christian, Wohlfahrt, Patrick, Szkitsak, Juliane, Arias-Vergara, Tomás, Maier, Andreas
Published in Radiotherapy and oncology (01.05.2024)
Published in Radiotherapy and oncology (01.05.2024)
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Journal Article