J 2019

Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants

GOMEZ-VILDA, Pedro, Andres GOMEZ-RODELLAR, Jose M. VICENTE, Jiri MEKYSKA, Daniel PALACIOS-ALONSO et. al.

Basic information

Original name

Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants

Authors

GOMEZ-VILDA, Pedro (724 Spain), Andres GOMEZ-RODELLAR (724 Spain), Jose M. VICENTE (724 Spain), Jiri MEKYSKA (203 Czech Republic), Daniel PALACIOS-ALONSO (724 Spain), Victoria RODELLAR-BIARGE (724 Spain), Agustin ALVAREZ-MARQUINA (724 Spain), Ilona ELIÁŠOVÁ (203 Czech Republic, belonging to the institution), Milena KOŠŤÁLOVÁ (203 Czech Republic, belonging to the institution) and Irena REKTOROVÁ (203 Czech Republic, guarantor, belonging to the institution)

Edition

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, SINGAPORE, WORLD SCIENTIFIC PUBL CO PTE LTD, 2019, 0129-0657

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

30210 Clinical neurology

Country of publisher

Singapore

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

URL

Impact factor

Impact factor: 5.604

RIV identification code

RIV/00216224:14740/19:00108465

Organization unit

Central European Institute of Technology

DOI

http://dx.doi.org/10.1142/S0129065718500399

UT WoS

000459454300005

Keywords in English

Speech neuromotor activity; facial myoelectric activity; dysfluency; dysarthria; Parkinson's Disease

Tags

14110127, 14110221, podil, rivok

Tags

International impact, Reviewed
Změněno: 9/3/2020 09:31, Mgr. Pavla Foltynová, Ph.D.

Abstract

V originále

Speech articulation is produced by the movements of muscles in the larynx, pharynx, mouth and face. Therefore speech shows acoustic features as formants which are directly related with neuromotor actions of these muscles. The first two formants are strongly related with jaw and tongue muscular activity. Speech can be used as a simple and ubiquitous signal, easy to record and process, either locally or on e-Health platforms. This fact may open a wide set of applications in the study of functional grading and monitoring neurodegenerative diseases. A relevant question, in this sense, is how far speech correlates and neuromotor actions are related. This preliminary study is intended to find answers to this question by using surface electromyographic recordings on the masseter and the acoustic kinematics related with the first formant. It is shown in the study that relevant correlations can be found among the surface electromyographic activity (dynamic muscle behavior) and the positions and first derivatives of the first formant (kinematic variables related to vertical velocity and acceleration of the joint jaw and tongue biomechanical system). As an application example, it is shown that the probability density function associated to these kinematic variables is more sensitive than classical features as Vowel Space Area (VSA) or Formant Centralization Ratio (FCR) in characterizing neuromotor degeneration in Parkinson's Disease.

Links

NV16-30805A, research and development project
Name: Efekt neinvazivní stimulace mozku na hypokinetickou dysartrii, mikrografii a mozkovou plasticitu u pacientů s Parkinsonovou nemocí
Displayed: 4/11/2024 06:38