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Non-Linear Analyses of Speech and Prosody in Asperger's Syndrome

Activity: Talk or presentation typesLecture and oral contribution

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Riccardo Fusaroli - Invited speaker

In this paper, we quantify how the speech patterns of people with Asperger’s Syndrome (AS) differ from that of matched controls. To do so, we employed both traditional measures (pitch range and standard deviation, pause duration, and so on) and 2) non-linear techniques measuring the structure (regularity and complexity) of verbal, prosodic and fluency behaviour. Our aims were (1) to achieve a more fine-grained understanding of the speech patterns in AS than has previously been achieved using traditional, linear measures of prosody and fluency, and (2) to employ the results in a supervised machine-learning process (discriminant function) to classify speech production as either belonging to the control or the AS group, based solely on acoustic features.
2 May 2013

Event (Conference)

TitleInternational Meeting For Autism Research
Abbreviated titleIMFAR 2013
CitySan Sebastian




ID: 52891210