|
|
Departments >> Faculty of Engineering >> Department of Computer Science >> Chair of Computer Science 5 (Pattern Recognition) >>
|
Phonation, articulation, and prosody analysis of speech of people with Parkinson’s disease in pre-clinics and advanced stagesGeneral Aim
To analyze, characterize, and quantify the affection on
phonation, articulation, and prosody due to the presence of
the disease, in order to develop computational-aided tools
to help in the diagnosis and assessment of people with PD.Specific Aims To analyze and implement measurements for the assessment of
the phonation, articulation, and prosodic capability of
people with PD.
To develop methods able to classify between patients with PD
and age-matched healthy controls.
To develop methods able to predict the neurological state of
PD patients according to the motor section of the Unified
Parkinson’s Disease Rating Scale (UPDRS-III).
To develop a computer-aided tool for the assessment of the
speech of people with PD.
To study and determine possible patterns in speech to
predict the risk of people to develop PD due to specific
genetics condition. Population to be Studied
Inherited Parkinson: people carrying a mutation on the
PARKIN gen, and exhibiting symptoms of the PD.
Relatives of Inherited Parkinson: relatives of people
carrying a mutation of PARKIN, but without any symptom of
PD.
Idiopathic Parkinson: people already diagnosed with PD but
not carrying any mutation.
Control: people without any sign of PD or any other
neurological disorder and dementia. Expected Results
To identify speech patterns as possible bio-markers of PD in
a pre-clinics stage.
A computer-aided tool for the automatic assessment of speech
of people with PD. | Project manager:
Dr.-Ing. Jesús Francisco Vargas-Bonilla, Assistant Professor, Universidad de Antioquia (UdeA), Colombia
Project participants:
Dr.-Ing. Julián David Arias-Londońo, UdeA, Prof. Dr.-Ing. Elmar Nöth, Prof. Dr.-Ing. Germán Castellanos-Dominguez, Universidad Nacional de Colombia, branch Manizales, Prof. Dr.-Ing. Miguel Ángel Ferrer-Ballester, Universidad de Las Palmas de Gran Canaria (ULPGC), Espańa, Prof. Dr.-Ing. Pedro Gómez-Vilda, Universidad Politécnica de Madrid, Espańa , Dr.-Ing. Carlos Manuel Travieso-González, ULPGC, Dr.-Ing. Jesús Bernardino Alonso, ULPGC, Juan Rafael Orozco-Arroyave, M. Sc., Juan Camilo Vásquez, Elkyn Belalcázar Bolańos, Tatiana Villa, Nincanor García, Gabriel Zapata
Keywords:
Parkinson's disease; speech analysis; neurlogical state; genetics
Duration: 1.7.2013 - 31.7.2016
Sponsored by:
COLCIENCIAS, Colombia
Universidad de Antioquia
Contact:
Orozco-Arroyave, Juan Rafael
Phone +49 9131 85 27775, Fax +49 9131 85 27270, E-Mail: juan.rafael.orozco@fau.de
| | Publications |
|---|
| Orozco-Arroyave, Juan Rafael ; García, Nicanor ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Automatic Detection of Parkinson's Disease from Compressed Speech Recordings. In: Kral, Pavel ; Matousek, Vaclav (Ed.) : Proc. Text, Speech and Dialogue; 18th International Conference, TSD 2015 (Text, Speech and Dialogue; 18th International Conference, TSD 2015 Pilsen, Czech Republic 14.-17.09.2015). Berlin : Springer, 2015, pp 88-95. (LNAI Vol. 9302) | | Orozco-Arroyave, Juan Rafael ; Haderlein, Tino ; Nöth, Elmar: Automatic Detection of Parkinson's Disease in Reverberant Environments. In: Kral, Pavel ; Matousek, Vaclav (Ed.) : Proc. Text, Speech and Dialogue; 18th International Conference, TSD 2015 (Text, Speech and Dialogue; 18th International Conference, TSD 2015 Pilsen, Czech Republic 14.-17.09.2015). Berlin : Springer, 2015, pp 80-87. (LNAI Vol. 9302) | | Villa-Cańas, Tatiana ; Arias-Londońo, Julián David ; Orozco-Arroyave, Juan Rafael ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Low-frequency components analysis in running speech for the automatic detection of Parkinson's disease. In: International Speech Communication Association (Ed.) : Proceedings of the 16th INTERSPEECH (16th Annual Conference of the International Speech Communication Association (INTERSPEECH) Dresden, Germany 06.09.2015). 2015, pp 100-104. | Orozco-Arroyave, Juan Rafael ; Hönig, Florian ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Spectral and cepstral analyses for Parkinson's disease detection in Spanish vowels and words. In: Expert Systems 1 (2015), No. 1, pp 1-10
[doi>10.1111/exsy.12106] | | Orozco-Arroyave, Juan Rafael ; Hönig, Florian ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Skodda, Sabine ; Rusz, Jan ; Nöth, Elmar: Voiced/unvoiced transitions in speech as a potential bio-marker to detect Parkinson's disease. In: International Speech Communication Association (Ed.) : Proceedings of the 16th INTERSPEECH (16th Annual Conference of the International Speech Communication Association (INTERSPEECH) Dresden, Germany 07.09.2015). 2015, pp 95-99. | | Orozco-Arroyave, Juan Rafael ; Hönig, Florian ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Skodda, Sabine ; Rusz, Jan ; Nöth, Elmar: Automatic Detection of Parkinson's Disease from Words Uttered in Three Different Languages. In: International Speech Communication Association (Ed.) : Proceedings of the 15th INTERSPEECH (15th Annual Conference of the International Speech Communication Association (INTERSPEECH) Singapore 14.09.2014). Singapore : ISCA, 2014, pp 573-577. | | Orozco-Arroyave, Juan Rafael ; Juan Camilo Vasquez-Correa ; Julián David Arias-Londońo: New computer aided device for real time analysis of speech of people with Parkinson’s disease. In: Revista Facultad de Ingeniería Universidad de Antioquia 1 (2014), No. 72, pp 87-103 | | Orozco-Arroyave, Juan Rafael: New Spanish speech corpus database for the analysis of people suffering from Parkinson’s disease. In: European Language Resources Association (Ed.) : Proceedings of the LREC 2014 (The 9th Language Resources and Evaluation Conference Reykjavik, Iceland 26-31 May 2014). Reykjavik : ELRA, 2014, pp 1-210. - ISBN 978-2-9517408-8-4 | Orozco-Arroyave, Juan Rafael ; Belalcázar-Bolańos, Elkyn Alexander ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Haderlein, Tino ; Nöth, Elmar: Phonation and articulation analysis of Spanish vowels for automatic detection of Parkinson's disease. In: Sojka, Petr ; Horák, Aleš ; Kopecek, Ivan ; Pala, Karel (Ed.) : Proc. Text, Speech and Dialogue; 17th International Conference, TSD 2014 (Text, Speech and Dialogue; 17th International Conference (TSD 2014) Brno, Czech Republic 08.09.2014-12.09.2014). Cham, Heidelberg, New York, Dordrecht, London : Springer, 2014, pp 374-381. (Lecture Notes in Artificial Intelligence Vol. 8655) - ISBN 978-3-319-10815-5
[doi>10.1007/978-3-319-10816-2] | Orozco-Arroyave, Juan Rafael ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Analysis of speech from people with Parkinson's disease through nonlinear dynamics. In: Thomas Drugman and Thierry Dutoit (Ed.) : Advances in nonlinear speech processing (6th International Conference, NOLISP 2013 Mons, Belgium 19.06.2013). Vol. 1, 7911. Edition Berlin : Springer, 2013, pp 112-119. Vol. 1, No. 7911 - ISBN 978-3-642-38846-0
[doi>10.1007/978-3-642-38847-7_15] | Belalcázar-Bolańos, Elkyn Alexander ; Orozco-Arroyave, Juan Rafael ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Automatic detection of Parkinson's disease using noise measures of speech. In: Cerquera, Edwin (Ed.) : Proceedings of the XVIII STSIVA, 2013 (XVIII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA), 2013 Bogotá, Colombia 11.09.2013). USA : IEEE, 2013, pp 1-5. - ISBN 978-1-4799-1119-6
[doi>10.1109/STSIVA.2013.6644928] | | Bocklet, Tobias ; Steidl, Stefan ; Nöth, Elmar ; Skodda, Sabine: Automatic Evaluation of Parkinson's Speech - Acoustic, Prosodic and Voice Related Cues. In: ISCA (Ed.) : Proceedings of the 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013) (INTERSPEECH 2013 - 14th Annual Conference of the International Speech Communication Association (ISCA) Lyon, France 16.-29.08.2013). 2013, pp 1149-1153. | Vásquez-Correa, Juan Camilo ; Orozco-Arroyave, Juan Rafael ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Design and Implementation of an Embedded System for Real Time Analysis of Speech From People with Parkinson’s Disease. In: Edwin Cerquera (Ed.) : Proceedings of the XVIII STSIVA, 2013 (XVIII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA), 2013 Bogotá, Colombia 11.09.2013). Vol. 1. USA : IEEE, 2013, pp 1-5. - ISBN 978-1-4799-1119-6
[doi>10.1109/STSIVA.2013.6644913] | Belalcázar-Bolańos, Elkyn Alexander ; Orozco-Arroyave, Juan Rafael ; Vargas-Bonilla, Jesús Francisco ; Arias-Londońo, Julián David ; Castellanos-Domínguez, César German ; Nöth, Elmar: New cues in low-frequency of speech for automatic detection of Parkinson's disease. In: José Manuel Ferrández, et al. (Ed.) : Natural and Artificial Models in Computation and Biology (5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013 Mallorca, Spain 10.06.2013). Vol. 7930. Berlin : Springer, 2013, pp 283-292. , No. 7930 - ISBN 978-3-642-38636-7
[doi>10.1007/978-3-642-38637-4_29] | Orozco-Arroyave, Juan Rafael ; Arias-Londońo, Julián David ; Vargas-Bonilla, Jesús Francisco ; Nöth, Elmar: Perceptual analysis of speech signals from people with Parkinson's disease. In: José Manuel Ferrández, et al. (Ed.) : Natural and Artificial Models in Computation and Biology (5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013 Mallorca, Spain 10.06.2013). Vol. 1, 7930. Edition Berlin : Springer, 2013, pp 201-211. Vol. 1, No. 7930 - ISBN 978-3-642-38636-7
[doi>10.1007/978-3-642-38637-4_21] |
|
|
|