Standard
Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. / Ляксо, Елена Евгеньевна; Фролова, Ольга Владимировна; Николаев, Александр Сергеевич; Клешнев, Егор Анатольевич; Граве, Платон Иванович; Ильяс, Абылай; Махныткина, Олеся Владимировна; Ruban, Nersisson; Mekala, A. Mary; Varalakshmi , M.
Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings. ed. / Alexey Karpov; K. Samudravijaya; K. T. Deepak; Rajesh M. Hegde; Shyam S. Agrawal; S. R. Mahadeva Prasanna. Vol. LNAI 14338 Springer Nature, 2023. p. 469–482 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. LNAI 14338).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Harvard
Ляксо, ЕЕ, Фролова, ОВ, Николаев, АС, Клешнев, ЕА, Граве, ПИ, Ильяс, А, Махныткина, ОВ, Ruban, N, Mekala, AM & Varalakshmi , M 2023,
Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. in A Karpov, K Samudravijaya, KT Deepak, RM Hegde, SS Agrawal & SRM Prasanna (eds),
Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings. vol. LNAI 14338, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. LNAI 14338, Springer Nature, pp. 469–482, 25TH INTERNATIONAL CONFERENCE ON SPEECH AND COMPUTER SPECOM 2023, Hubli-Dharwad, India,
29/11/23.
https://doi.org/10.1007/978-3-031-48309-7_38
APA
Ляксо, Е. Е., Фролова, О. В., Николаев, А. С., Клешнев, Е. А., Граве, П. И., Ильяс, А., Махныткина, О. В., Ruban, N., Mekala, A. M., & Varalakshmi , M. (2023).
Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. In A. Karpov, K. Samudravijaya, K. T. Deepak, R. M. Hegde, S. S. Agrawal, & S. R. M. Prasanna (Eds.),
Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings (Vol. LNAI 14338, pp. 469–482). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. LNAI 14338). Springer Nature.
https://doi.org/10.1007/978-3-031-48309-7_38
Vancouver
Ляксо ЕЕ, Фролова ОВ, Николаев АС, Клешнев ЕА, Граве ПИ, Ильяс А et al.
Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. In Karpov A, Samudravijaya K, Deepak KT, Hegde RM, Agrawal SS, Prasanna SRM, editors, Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings. Vol. LNAI 14338. Springer Nature. 2023. p. 469–482. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
https://doi.org/10.1007/978-3-031-48309-7_38
Author
Ляксо, Елена Евгеньевна ; Фролова, Ольга Владимировна ; Николаев, Александр Сергеевич ; Клешнев, Егор Анатольевич ; Граве, Платон Иванович ; Ильяс, Абылай ; Махныткина, Олеся Владимировна ; Ruban, Nersisson ; Mekala, A. Mary ; Varalakshmi , M. /
Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings. editor / Alexey Karpov ; K. Samudravijaya ; K. T. Deepak ; Rajesh M. Hegde ; Shyam S. Agrawal ; S. R. Mahadeva Prasanna. Vol. LNAI 14338 Springer Nature, 2023. pp. 469–482 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
BibTeX
@inproceedings{136420b0523c49fa94e017a225cf2e01,
title = "Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts",
abstract = "The paper presents the results of perceptual experiment by Indian and Russian experts for recognition of the emotional states of Russian children by video and audio modalities. The participants of the study were 64 Russian children (32 – boys & 32 – girls) aged 5–16 years and 26 adults. Video and audio recordings of child{\textquoteright}s emotion expression were made in the laboratory condition in a testing of the Child Emotional Development Method (CEDM), in tasks to depict “joy – neutral (calm state) – sadness – anger” in facial expressions and in voice, pronouncing words and phrases that reflect different emotional states. The design of the dataset is presented, the research procedure is described, video and audio fragments correctly recognized by Russian and Indian experts are analyzed. It was shown that Indian and Russian experts are able to recognize the basic emotions “joy – sadness – anger” and neutral state by facial expression, voice, and speech of Russian children. Experts better recognize joy and sadness from video, anger and sadness from audio. Both Indian & Russian experts recognize emotional states of girls by video and audio better vs. emotional states of boys. Universal and specific feature of both the cultures for recognizing the children{\textquoteright}s emotions are revealed. The paper described limitation and depicted the future research.",
keywords = "emotional state, perceptual experiment, children, video and audio modalities, Russian experts, Indian experts, Children, Emotional State, Indian experts, Perceptual Experiment, Russian experts, Video and Audio Modalities",
author = "Ляксо, {Елена Евгеньевна} and Фролова, {Ольга Владимировна} and Николаев, {Александр Сергеевич} and Клешнев, {Егор Анатольевич} and Граве, {Платон Иванович} and Абылай Ильяс and Махныткина, {Олеся Владимировна} and Nersisson Ruban and Mekala, {A. Mary} and M. Varalakshmi",
note = "Funding Information: This study is financially supported by the Russian Science Foundation (project 22-45-02007) – for Russian researches; DST/INT/RUS/RSF/P-57/2021 – for Indian researches.; null ; Conference date: 29-11-2023 Through 02-12-2023",
year = "2023",
month = nov,
day = "22",
doi = "10.1007/978-3-031-48309-7_38",
language = "English",
isbn = "978-3-031-48308-0",
volume = "LNAI 14338",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Nature",
pages = "469–482",
editor = "Karpov, {Alexey } and K. Samudravijaya and Deepak, {K. T.} and Hegde, {Rajesh M.} and Agrawal, {Shyam S.} and Prasanna, {S. R. Mahadeva}",
booktitle = "Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings",
address = "Germany",
url = "https://www.iitdh.ac.in/specom-2023/",
}
RIS
TY - GEN
T1 - Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts
AU - Ляксо, Елена Евгеньевна
AU - Фролова, Ольга Владимировна
AU - Николаев, Александр Сергеевич
AU - Клешнев, Егор Анатольевич
AU - Граве, Платон Иванович
AU - Ильяс, Абылай
AU - Махныткина, Олеся Владимировна
AU - Ruban, Nersisson
AU - Mekala, A. Mary
AU - Varalakshmi , M.
N1 - Conference code: 25
PY - 2023/11/22
Y1 - 2023/11/22
N2 - The paper presents the results of perceptual experiment by Indian and Russian experts for recognition of the emotional states of Russian children by video and audio modalities. The participants of the study were 64 Russian children (32 – boys & 32 – girls) aged 5–16 years and 26 adults. Video and audio recordings of child’s emotion expression were made in the laboratory condition in a testing of the Child Emotional Development Method (CEDM), in tasks to depict “joy – neutral (calm state) – sadness – anger” in facial expressions and in voice, pronouncing words and phrases that reflect different emotional states. The design of the dataset is presented, the research procedure is described, video and audio fragments correctly recognized by Russian and Indian experts are analyzed. It was shown that Indian and Russian experts are able to recognize the basic emotions “joy – sadness – anger” and neutral state by facial expression, voice, and speech of Russian children. Experts better recognize joy and sadness from video, anger and sadness from audio. Both Indian & Russian experts recognize emotional states of girls by video and audio better vs. emotional states of boys. Universal and specific feature of both the cultures for recognizing the children’s emotions are revealed. The paper described limitation and depicted the future research.
AB - The paper presents the results of perceptual experiment by Indian and Russian experts for recognition of the emotional states of Russian children by video and audio modalities. The participants of the study were 64 Russian children (32 – boys & 32 – girls) aged 5–16 years and 26 adults. Video and audio recordings of child’s emotion expression were made in the laboratory condition in a testing of the Child Emotional Development Method (CEDM), in tasks to depict “joy – neutral (calm state) – sadness – anger” in facial expressions and in voice, pronouncing words and phrases that reflect different emotional states. The design of the dataset is presented, the research procedure is described, video and audio fragments correctly recognized by Russian and Indian experts are analyzed. It was shown that Indian and Russian experts are able to recognize the basic emotions “joy – sadness – anger” and neutral state by facial expression, voice, and speech of Russian children. Experts better recognize joy and sadness from video, anger and sadness from audio. Both Indian & Russian experts recognize emotional states of girls by video and audio better vs. emotional states of boys. Universal and specific feature of both the cultures for recognizing the children’s emotions are revealed. The paper described limitation and depicted the future research.
KW - emotional state, perceptual experiment, children, video and audio modalities, Russian experts, Indian experts
KW - Children
KW - Emotional State
KW - Indian experts
KW - Perceptual Experiment
KW - Russian experts
KW - Video and Audio Modalities
UR - https://link.springer.com/chapter/10.1007/978-3-031-48309-7_38
UR - https://www.mendeley.com/catalogue/c152d48f-99b7-3c97-b8f0-4e95589d2433/
U2 - 10.1007/978-3-031-48309-7_38
DO - 10.1007/978-3-031-48309-7_38
M3 - Conference contribution
SN - 978-3-031-48308-0
VL - LNAI 14338
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 469
EP - 482
BT - Speech and Computer-25th International Conference, SPECOM 2023, Proceedings : 25th International Conference, SPECOM 2023, Dharwad, India, November 29–December 02, 2023, Proceedings
A2 - Karpov, Alexey
A2 - Samudravijaya, K.
A2 - Deepak, K. T.
A2 - Hegde, Rajesh M.
A2 - Agrawal, Shyam S.
A2 - Prasanna, S. R. Mahadeva
PB - Springer Nature
Y2 - 29 November 2023 through 2 December 2023
ER -
