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    <abstract>Bangsamoro languages are among the under-resourced languages in the Mindanao region in the Philippines. Moreover, there is no currently publicly available data for children’s speech on most of these languages. BK3AT children’s speech corpus is a corpus designed for creating speech technologies that could help facilitators and teachers in K-3 education. The corpus consists of 122 hours of children speech data across 10 languages: Bahasa Sug, Chavacano, English, Filipino, Iranun, Maguindanaon, Meranaw, Sinama, Teduray, and Yakan. Preliminary experiments using Wav2Vec-XLSR architecture have been done in fine-tuning the Tagalog and L2 English corpus subsets to develop automatic speech recognition backend for literacy assessment. Results from the experiments show low word error rates (WERs) for small-vocabulary and targeted domains.</abstract>
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%0 Conference Proceedings
%T BK3AT: Bangsamoro K-3 Children’s Speech Corpus for Developing Assessment Tools in the Bangsamoro Languages
%A Gonzales, Kiel D.
%A Maranan, Jazzmin R.
%A Santelices, Francis Paolo D.
%A Renovalles, Edsel Jedd M.
%A Macale, Nissan D.
%A Palafox, Nicole Anne A.
%A Mendoza, Jose Marie A.
%Y Melero, Maite
%Y Sakti, Sakriani
%Y Soria, Claudia
%S Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024
%D 2024
%8 May
%I ELRA and ICCL
%C Torino, Italia
%F gonzales-etal-2024-bk3at
%X Bangsamoro languages are among the under-resourced languages in the Mindanao region in the Philippines. Moreover, there is no currently publicly available data for children’s speech on most of these languages. BK3AT children’s speech corpus is a corpus designed for creating speech technologies that could help facilitators and teachers in K-3 education. The corpus consists of 122 hours of children speech data across 10 languages: Bahasa Sug, Chavacano, English, Filipino, Iranun, Maguindanaon, Meranaw, Sinama, Teduray, and Yakan. Preliminary experiments using Wav2Vec-XLSR architecture have been done in fine-tuning the Tagalog and L2 English corpus subsets to develop automatic speech recognition backend for literacy assessment. Results from the experiments show low word error rates (WERs) for small-vocabulary and targeted domains.
%U https://aclanthology.org/2024.sigul-1.8
%P 59-65

Markdown (Informal)

[BK3AT: Bangsamoro K-3 Children’s Speech Corpus for Developing Assessment Tools in the Bangsamoro Languages](https://aclanthology.org/2024.sigul-1.8) (Gonzales et al., SIGUL-WS 2024)

• BK3AT: Bangsamoro K-3 Children’s Speech Corpus for Developing Assessment Tools in the Bangsamoro Languages (Gonzales et al., SIGUL-WS 2024)

ACL

• Kiel D. Gonzales, Jazzmin R. Maranan, Francis Paolo D. Santelices, Edsel Jedd M. Renovalles, Nissan D. Macale, Nicole Anne A. Palafox, and Jose Marie A. Mendoza. 2024. BK3AT: Bangsamoro K-3 Children’s Speech Corpus for Developing Assessment Tools in the Bangsamoro Languages. In Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024, pages 59–65, Torino, Italia. ELRA and ICCL.