Title :
Automated assessment and treatment of speech rate and intonation in dysarthria
Author :
Martens, Hubert ; Van Nuffelen, Gwen ; De Bodt, Marc ; Dekens, Tomas ; Latacz, Lukas ; Verhelst, Werner
Author_Institution :
Rehabilitation Center for Commun. Disorders, Antwerp Univ. Hosp., Edegem, Belgium
Abstract :
Prosody assessment and treatment in dysarthria is clinically relevant, since prosodic impairment can have a negative impact on speech intelligibility and thus on participation in daily life conversation. We propose a speech-technology based software tool that provides automated numerical and visual feedback on two important aspects of prosody: speech rate and intonation. The tool includes speech rate and intonation algorithms, both specifically developed for the analysis of Dutch dysarthric speech. The tool enables speech-language pathologists to obtain objective measures of these prosodic aspects in a standardized and fast way, and enables dysarthric speakers to practise their prosodic skills intensively without the presence of a speech-language pathologist being required.
Keywords :
handicapped aids; medical disorders; speech intelligibility; speech processing; Dutch dysarthric speech; automated assessment; dysarthria; intonation algorithm; posody assessment; prosodic impairment; speech intelligibility; speech rate treatment; speech-technology based software tool; visual feedback; Classification algorithms; Speech; automated assessment; automated treatment; dysarthria; intonation; sentence modality; speech rate;
Conference_Titel :
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2013 7th International Conference on
Conference_Location :
Venice
Print_ISBN :
978-1-4799-0296-5
Electronic_ISBN :
978-1-936968-80-0