Automatic Pronunciation Assessment -- A Review

Autor:	Kheir, Yassine El, Ali, Ahmed, Chowdhury, Shammur Absar
Rok vydání:	2023
Předmět:	Computer Science - Computation and Language Computer Science - Sound Electrical Engineering and Systems Science - Audio and Speech Processing
Druh dokumentu:	Working Paper
Popis:	Pronunciation assessment and its application in computer-aided pronunciation training (CAPT) have seen impressive progress in recent years. With the rapid growth in language processing and deep learning over the past few years, there is a need for an updated review. In this paper, we review methods employed in pronunciation assessment for both phonemic and prosodic. We categorize the main challenges observed in prominent research trends, and highlight existing limitations, and available resources. This is followed by a discussion of the remaining challenges and possible directions for future work. Comment: 9 pages, accepted to EMNLP Findings
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2310.13974 Zobrazit plný text záznamu View this record from Arxiv