---
_id: '11875'
abstract:
- lang: eng
text: Only a few studies exist on automatic emotion analysis of speech from children
with Autism Spectrum Conditions (ASC). Out of these, some preliminary studies
have recently focused on comparing the relevance of selected prosodic features
against large sets of acoustic, spectral, and cepstral features; however, no study
so far provided a comparison of performances across different languages. The present
contribution aims to fill this white spot in the literature and provide insight
by extensive evaluations carried out on three databases of prompted phrases collected
in English, Swedish, and Hebrew, inducing nine emotion categories embedded in
short-stories. The datasets contain speech of children with ASC and typically
developing children under the same conditions. We evaluate automatic diagnosis
and recognition of emotions in atypical childrens voice over the nine categories
including binary valence/arousal discrimination.
author:
- first_name: Erik
full_name: Marchi, Erik
last_name: Marchi
- first_name: Bjoern
full_name: Schuller, Bjoern
last_name: Schuller
- first_name: Simon
full_name: Baron-Cohen, Simon
last_name: Baron-Cohen
- first_name: Ofer
full_name: Golan, Ofer
last_name: Golan
- first_name: Sven
full_name: Boelte, Sven
last_name: Boelte
- first_name: Prerna
full_name: Arora, Prerna
last_name: Arora
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Marchi E, Schuller B, Baron-Cohen S, et al. Typicality and Emotion in the
Voice of Children with Autism Spectrum Condition: Evidence Across Three Languages.
In: INTERSPEECH 2015. ; 2015.'
apa: 'Marchi, E., Schuller, B., Baron-Cohen, S., Golan, O., Boelte, S., Arora, P.,
& Haeb-Umbach, R. (2015). Typicality and Emotion in the Voice of Children
with Autism Spectrum Condition: Evidence Across Three Languages. In INTERSPEECH
2015.'
bibtex: '@inproceedings{Marchi_Schuller_Baron-Cohen_Golan_Boelte_Arora_Haeb-Umbach_2015,
title={Typicality and Emotion in the Voice of Children with Autism Spectrum Condition:
Evidence Across Three Languages}, booktitle={INTERSPEECH 2015}, author={Marchi,
Erik and Schuller, Bjoern and Baron-Cohen, Simon and Golan, Ofer and Boelte, Sven
and Arora, Prerna and Haeb-Umbach, Reinhold}, year={2015} }'
chicago: 'Marchi, Erik, Bjoern Schuller, Simon Baron-Cohen, Ofer Golan, Sven Boelte,
Prerna Arora, and Reinhold Haeb-Umbach. “Typicality and Emotion in the Voice of
Children with Autism Spectrum Condition: Evidence Across Three Languages.” In
INTERSPEECH 2015, 2015.'
ieee: 'E. Marchi et al., “Typicality and Emotion in the Voice of Children
with Autism Spectrum Condition: Evidence Across Three Languages,” in INTERSPEECH
2015, 2015.'
mla: 'Marchi, Erik, et al. “Typicality and Emotion in the Voice of Children with
Autism Spectrum Condition: Evidence Across Three Languages.” INTERSPEECH 2015,
2015.'
short: 'E. Marchi, B. Schuller, S. Baron-Cohen, O. Golan, S. Boelte, P. Arora, R.
Haeb-Umbach, in: INTERSPEECH 2015, 2015.'
date_created: 2019-07-12T05:29:57Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2015/MaScBaOfSvPrHa.pdf
oa: '1'
publication: INTERSPEECH 2015
status: public
title: 'Typicality and Emotion in the Voice of Children with Autism Spectrum Condition:
Evidence Across Three Languages'
type: conference
user_id: '44006'
year: '2015'
...