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Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome. / Lyakso, Elena; Frolova, Olga; Gorodnyi, Viktor; Grigorev, Aleksey; Nikolaev, Aleksandr; Matveev, Yuri.

2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019. ed. / Corneliu Burileanu; Horia-Nicolai Teodorescu. Institute of Electrical and Electronics Engineers Inc., 2019. 8906579 (2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Lyakso, E, Frolova, O, Gorodnyi, V, Grigorev, A, Nikolaev, A & Matveev, Y 2019, Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome. in C Burileanu & H-N Teodorescu (eds), 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019., 8906579, 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019, Institute of Electrical and Electronics Engineers Inc., 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019, Timisoara, Romania, 10/10/19. https://doi.org/10.1109/SPED.2019.8906579

APA

Lyakso, E., Frolova, O., Gorodnyi, V., Grigorev, A., Nikolaev, A., & Matveev, Y. (2019). Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome. In C. Burileanu, & H-N. Teodorescu (Eds.), 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019 [8906579] (2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SPED.2019.8906579

Vancouver

Lyakso E, Frolova O, Gorodnyi V, Grigorev A, Nikolaev A, Matveev Y. Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome. In Burileanu C, Teodorescu H-N, editors, 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8906579. (2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019). https://doi.org/10.1109/SPED.2019.8906579

Author

Lyakso, Elena ; Frolova, Olga ; Gorodnyi, Viktor ; Grigorev, Aleksey ; Nikolaev, Aleksandr ; Matveev, Yuri. / Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome. 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019. editor / Corneliu Burileanu ; Horia-Nicolai Teodorescu. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019).

BibTeX

@inproceedings{8b8137a645cd441e8ee23e26f47089e6,
title = "Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome",
abstract = "The goal of our work is to study the reflection of the emotional state in the characteristics of voice and speech of children with Down syndrome (DS). Participants of the study were 20 children aged 8-12 years: 10 children with DS and 10 typically developing (TD) children. Three types of experimental methods of speech analysis were performed: perceptual (by listeners, n = 350), spectrographic, and linguistic. The results of perceptual experiment showed that the listeners better recognized the emotional state of children with DS than TD children, the state of discomfort in children with DS than the neutral and comfort state. Acoustic features reflecting emotional states are more expressed in speech of children with DS vs. speech of TD children. The state of discomfort in the speech of children with DS is described by a large number of acoustic features that differs significantly from the corresponding characteristics reflecting neutral and comfort states. We presented the first data on the emotional speech of children with DS on the material of the Russian language. These data may be in further used for creating human-computer interfaces for informants with atypical development.",
keywords = "Acoustic features, Children, Down syndrome, Emotional state recognition, Perception experiment",
author = "Elena Lyakso and Olga Frolova and Viktor Gorodnyi and Aleksey Grigorev and Aleksandr Nikolaev and Yuri Matveev",
year = "2019",
doi = "10.1109/SPED.2019.8906579",
language = "Английский",
series = "2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Corneliu Burileanu and Horia-Nicolai Teodorescu",
booktitle = "2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019",
address = "Соединенные Штаты Америки",
note = "null ; Conference date: 10-10-2019 Through 12-10-2019",

}

RIS

TY - GEN

T1 - Reflection of the Emotional State in the Characteristics of Voice and Speech of Children with Down Syndrome

AU - Lyakso, Elena

AU - Frolova, Olga

AU - Gorodnyi, Viktor

AU - Grigorev, Aleksey

AU - Nikolaev, Aleksandr

AU - Matveev, Yuri

PY - 2019

Y1 - 2019

N2 - The goal of our work is to study the reflection of the emotional state in the characteristics of voice and speech of children with Down syndrome (DS). Participants of the study were 20 children aged 8-12 years: 10 children with DS and 10 typically developing (TD) children. Three types of experimental methods of speech analysis were performed: perceptual (by listeners, n = 350), spectrographic, and linguistic. The results of perceptual experiment showed that the listeners better recognized the emotional state of children with DS than TD children, the state of discomfort in children with DS than the neutral and comfort state. Acoustic features reflecting emotional states are more expressed in speech of children with DS vs. speech of TD children. The state of discomfort in the speech of children with DS is described by a large number of acoustic features that differs significantly from the corresponding characteristics reflecting neutral and comfort states. We presented the first data on the emotional speech of children with DS on the material of the Russian language. These data may be in further used for creating human-computer interfaces for informants with atypical development.

AB - The goal of our work is to study the reflection of the emotional state in the characteristics of voice and speech of children with Down syndrome (DS). Participants of the study were 20 children aged 8-12 years: 10 children with DS and 10 typically developing (TD) children. Three types of experimental methods of speech analysis were performed: perceptual (by listeners, n = 350), spectrographic, and linguistic. The results of perceptual experiment showed that the listeners better recognized the emotional state of children with DS than TD children, the state of discomfort in children with DS than the neutral and comfort state. Acoustic features reflecting emotional states are more expressed in speech of children with DS vs. speech of TD children. The state of discomfort in the speech of children with DS is described by a large number of acoustic features that differs significantly from the corresponding characteristics reflecting neutral and comfort states. We presented the first data on the emotional speech of children with DS on the material of the Russian language. These data may be in further used for creating human-computer interfaces for informants with atypical development.

KW - Acoustic features

KW - Children

KW - Down syndrome

KW - Emotional state recognition

KW - Perception experiment

UR - http://www.scopus.com/inward/record.url?scp=85075944917&partnerID=8YFLogxK

U2 - 10.1109/SPED.2019.8906579

DO - 10.1109/SPED.2019.8906579

M3 - статья в сборнике материалов конференции

AN - SCOPUS:85075944917

T3 - 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019

BT - 2019 10th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2019

A2 - Burileanu, Corneliu

A2 - Teodorescu, Horia-Nicolai

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 10 October 2019 through 12 October 2019

ER -

ID: 53469500