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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-8087046 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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