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SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla

SUBESCO is an audio-only emotional speech corpus for Bangla language. The total duration of the corpus is in excess of 7 hours containing 7000 utterances, and it is the largest emotional speech corpus available for this language. Twenty native speakers participated in the gender-balanced set, each r...

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Autores principales: Sultana, Sadia, Rahman, M. Shahidur, Selim, M. Reza, Iqbal, M. Zafar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087046/
https://www.ncbi.nlm.nih.gov/pubmed/33930026
http://dx.doi.org/10.1371/journal.pone.0250173
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author Sultana, Sadia
Rahman, M. Shahidur
Selim, M. Reza
Iqbal, M. Zafar
author_facet Sultana, Sadia
Rahman, M. Shahidur
Selim, M. Reza
Iqbal, M. Zafar
author_sort Sultana, Sadia
collection PubMed
description SUBESCO is an audio-only emotional speech corpus for Bangla language. The total duration of the corpus is in excess of 7 hours containing 7000 utterances, and it is the largest emotional speech corpus available for this language. Twenty native speakers participated in the gender-balanced set, each recording of 10 sentences simulating seven targeted emotions. Fifty university students participated in the evaluation of this corpus. Each audio clip of this corpus, except those of Disgust emotion, was validated four times by male and female raters. Raw hit rates and unbiased rates were calculated producing scores above chance level of responses. Overall recognition rate was reported to be above 70% for human perception tests. Kappa statistics and intra-class correlation coefficient scores indicated high-level of inter-rater reliability and consistency of this corpus evaluation. SUBESCO is an Open Access database, licensed under Creative Common Attribution 4.0 International, and can be downloaded free of charge from the web link: https://doi.org/10.5281/zenodo.4526477.
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spelling pubmed-80870462021-05-06 SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla Sultana, Sadia Rahman, M. Shahidur Selim, M. Reza Iqbal, M. Zafar PLoS One Research Article SUBESCO is an audio-only emotional speech corpus for Bangla language. The total duration of the corpus is in excess of 7 hours containing 7000 utterances, and it is the largest emotional speech corpus available for this language. Twenty native speakers participated in the gender-balanced set, each recording of 10 sentences simulating seven targeted emotions. Fifty university students participated in the evaluation of this corpus. Each audio clip of this corpus, except those of Disgust emotion, was validated four times by male and female raters. Raw hit rates and unbiased rates were calculated producing scores above chance level of responses. Overall recognition rate was reported to be above 70% for human perception tests. Kappa statistics and intra-class correlation coefficient scores indicated high-level of inter-rater reliability and consistency of this corpus evaluation. SUBESCO is an Open Access database, licensed under Creative Common Attribution 4.0 International, and can be downloaded free of charge from the web link: https://doi.org/10.5281/zenodo.4526477. Public Library of Science 2021-04-30 /pmc/articles/PMC8087046/ /pubmed/33930026 http://dx.doi.org/10.1371/journal.pone.0250173 Text en © 2021 Sultana et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sultana, Sadia
Rahman, M. Shahidur
Selim, M. Reza
Iqbal, M. Zafar
SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title_full SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title_fullStr SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title_full_unstemmed SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title_short SUST Bangla Emotional Speech Corpus (SUBESCO): An audio-only emotional speech corpus for Bangla
title_sort sust bangla emotional speech corpus (subesco): an audio-only emotional speech corpus for bangla
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087046/
https://www.ncbi.nlm.nih.gov/pubmed/33930026
http://dx.doi.org/10.1371/journal.pone.0250173
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