The INTERSPEECH 2015 computational paralinguistics challenge: Nativeness, Parkinson's & eating condition

Björn Schuller; Stefan Steidl; Anton Batliner; Simone Hantke; Florian Hönig; Juan Rafael Orozco-Arroyave; Elmar Nöth; Yue Zhang; Felix Weninger

The INTERSPEECH 2015 computational paralinguistics challenge: Nativeness, Parkinson's & eating condition

Björn Schuller, Stefan Steidl, Anton Batliner, Simone Hantke, Florian Hönig, Juan Rafael Orozco-Arroyave, Elmar Nöth, Yue Zhang, Felix Weninger

Research output: Contribution to journal › Conference article › peer-review

141 Scopus citations

Abstract

The INTERSPEECH 2015 Computational Paralinguistics Challenge addresses three different problems for the first time in research competition under well-defined conditions: The estimation of the degree of nativeness, the neurological state of patients with Parkinson's condition, and the eating conditions of speakers, i. e., whether and which food type they are eating in a seven-class problem. In this paper, we describe these sub-challenges, their conditions, and the baseline feature extraction and classifiers, as provided to the participants.

Original language	English
Pages (from-to)	478-482
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	2015-January
State	Published - 2015
Externally published	Yes
Event	16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015 - Dresden, Germany Duration: 6 Sep 2015 → 10 Sep 2015

Keywords

Challenge
Computational Paralinguistics
Degree of Nativeness
Eating Condition
Parkinson's Condition

Cite this

@article{4251d70771ea476ea747d820057f41fb,

title = "The INTERSPEECH 2015 computational paralinguistics challenge: Nativeness, Parkinson's & eating condition",

abstract = "The INTERSPEECH 2015 Computational Paralinguistics Challenge addresses three different problems for the first time in research competition under well-defined conditions: The estimation of the degree of nativeness, the neurological state of patients with Parkinson's condition, and the eating conditions of speakers, i. e., whether and which food type they are eating in a seven-class problem. In this paper, we describe these sub-challenges, their conditions, and the baseline feature extraction and classifiers, as provided to the participants.",

keywords = "Challenge, Computational Paralinguistics, Degree of Nativeness, Eating Condition, Parkinson's Condition",

author = "Bj{\"o}rn Schuller and Stefan Steidl and Anton Batliner and Simone Hantke and Florian H{\"o}nig and Orozco-Arroyave, {Juan Rafael} and Elmar N{\"o}th and Yue Zhang and Felix Weninger",

note = "Publisher Copyright: Copyright {\textcopyright} 2015 ISCA.; 16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015 ; Conference date: 06-09-2015 Through 10-09-2015",

year = "2015",

language = "English",

volume = "2015-January",

pages = "478--482",

journal = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

issn = "2308-457X",

}

The INTERSPEECH 2015 computational paralinguistics challenge: Nativeness, Parkinson's & eating condition. / Schuller, Björn; Steidl, Stefan; Batliner, Anton et al.
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vol. 2015-January, 2015, p. 478-482.

Research output: Contribution to journal › Conference article › peer-review

TY - JOUR

T1 - The INTERSPEECH 2015 computational paralinguistics challenge

T2 - 16th Annual Conference of the International Speech Communication Association, INTERSPEECH 2015

AU - Schuller, Björn

AU - Steidl, Stefan

AU - Batliner, Anton

AU - Hantke, Simone

AU - Hönig, Florian

AU - Orozco-Arroyave, Juan Rafael

AU - Nöth, Elmar

AU - Zhang, Yue

AU - Weninger, Felix

PY - 2015

Y1 - 2015

N2 - The INTERSPEECH 2015 Computational Paralinguistics Challenge addresses three different problems for the first time in research competition under well-defined conditions: The estimation of the degree of nativeness, the neurological state of patients with Parkinson's condition, and the eating conditions of speakers, i. e., whether and which food type they are eating in a seven-class problem. In this paper, we describe these sub-challenges, their conditions, and the baseline feature extraction and classifiers, as provided to the participants.

AB - The INTERSPEECH 2015 Computational Paralinguistics Challenge addresses three different problems for the first time in research competition under well-defined conditions: The estimation of the degree of nativeness, the neurological state of patients with Parkinson's condition, and the eating conditions of speakers, i. e., whether and which food type they are eating in a seven-class problem. In this paper, we describe these sub-challenges, their conditions, and the baseline feature extraction and classifiers, as provided to the participants.

KW - Challenge

KW - Computational Paralinguistics

KW - Degree of Nativeness

KW - Eating Condition

KW - Parkinson's Condition

UR - http://www.scopus.com/inward/record.url?scp=84959078348&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:84959078348

SN - 2308-457X

VL - 2015-January

SP - 478

EP - 482

JO - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

JF - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Y2 - 6 September 2015 through 10 September 2015

ER -

The INTERSPEECH 2015 computational paralinguistics challenge: Nativeness, Parkinson's & eating condition

Abstract

Keywords

Other files and links

Fingerprint

Cite this