no code implementations • NAACL (AmericasNLP) 2021 • Jiatong Shi, Jonathan D. Amith, Xuankai Chang, Siddharth Dalmia, Brian Yan, Shinji Watanabe
Documentation of endangered languages (ELs) has become increasingly urgent as thousands of languages are on the verge of disappearing by the end of the 21st century.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • NAACL (AmericasNLP) 2021 • Jonathan D. Amith, Jiatong Shi, Rey Castillo García
This paper describes three open access Yoloxóchitl Mixtec corpora and presents the results and implications of end-to-end automatic speech recognition for endangered language documentation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 5 Apr 2022 • Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel Lopez-Francisco, Jonathan D. Amith, Shinji Watanabe
The present work examines the assumption that combining non-learnable SF extractors to SSL models is an effective approach to low resource speech tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
no code implementations • EACL 2021 • Jiatong Shi, Jonathan D. Amith, Rey Castillo Garc{\'\i}a, Esteban Guadalupe Sierra, Kevin Duh, Shinji Watanabe
{``}Transcription bottlenecks{''}, created by a shortage of effective human transcribers (i. e., transcriber shortage), are one of the main challenges to endangered language (EL) documentation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 26 Jan 2021 • Jiatong Shi, Jonathan D. Amith, Rey Castillo García, Esteban Guadalupe Sierra, Kevin Duh, Shinji Watanabe
"Transcription bottlenecks", created by a shortage of effective human transcribers are one of the main challenges to endangered language (EL) documentation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1