TY - GEN
T1 - Application of Speech Processes for the Documentation of Kréyòl Gwadloupéyen
AU - Le Ferrand, Éric
AU - Henri, Fabiola
AU - Lecouteux, Benjamin
AU - Schang, Emmanuel
N1 - Publisher Copyright:
© 2023 Association for Computational Linguistics.
PY - 2023
Y1 - 2023
N2 - In recent times, there has been a growing number of research studies focused on addressing the challenges posed by low-resource languages and the transcription bottleneck phenomenon. This phenomenon has driven the development of speech recognition methods to transcribe regional and Indigenous languages automatically. Although there is much talk about bridging the gap between speech technologies and field linguistics, there is a lack of documented efficient communication between NLP experts and documentary linguists. The models created for low-resource languages often remain within the confines of computer science departments, while documentary linguistics remain attached to traditional transcription workflows. This paper presents the early stage of a collaboration between NLP experts and field linguists, resulting in the successful transcription of Kréyòl Gwadloupéyen using speech recognition technology.
AB - In recent times, there has been a growing number of research studies focused on addressing the challenges posed by low-resource languages and the transcription bottleneck phenomenon. This phenomenon has driven the development of speech recognition methods to transcribe regional and Indigenous languages automatically. Although there is much talk about bridging the gap between speech technologies and field linguistics, there is a lack of documented efficient communication between NLP experts and documentary linguists. The models created for low-resource languages often remain within the confines of computer science departments, while documentary linguistics remain attached to traditional transcription workflows. This paper presents the early stage of a collaboration between NLP experts and field linguists, resulting in the successful transcription of Kréyòl Gwadloupéyen using speech recognition technology.
UR - https://www.scopus.com/pages/publications/85184666527
M3 - Conference contribution
AN - SCOPUS:85184666527
T3 - FieldMatters 2023 - 2nd Workshop on NLP Applications to Field Linguistics, Proceedings
SP - 74
EP - 85
BT - FieldMatters 2023 - 2nd Workshop on NLP Applications to Field Linguistics, Proceedings
A2 - Serikov, Oleg
A2 - Serikov, Oleg
A2 - Voloshina, Ekaterina
A2 - Voloshina, Ekaterina
A2 - Postnikova, Anna
A2 - Klyachko, Elena
A2 - Klyachko, Elena
A2 - Vylomova, Ekaterina
A2 - Shavrina, Tatiana
A2 - Shavrina, Tatiana
A2 - Le Ferrand, Eric
A2 - Le Ferrand, Eric
A2 - Malykh, Valentin
A2 - Malykh, Valentin
A2 - Tyers, Francis
A2 - Tyers, Francis
A2 - Arkhangelskiy, Timofey
A2 - Mikhailov, Vladislav
A2 - Mikhailov, Vladislav
PB - Association for Computational Linguistics (ACL)
T2 - 2nd Workshop on NLP Applications to Field Linguistics, FieldMatters 2023
Y2 - 6 May 2023
ER -