IPA Transcription of Bengali Texts
It addresses the problem of inconsistent phonetic representation in Bengali for linguists and NLP researchers, though it appears incremental as it builds on prior research.
This work tackles the lack of a standardized IPA transcription for Bengali by proposing a framework and dataset, resulting in a novel DL-based benchmark for linguistic analysis and NLP resource development.
The International Phonetic Alphabet (IPA) serves to systematize phonemes in language, enabling precise textual representation of pronunciation. In Bengali phonology and phonetics, ongoing scholarly deliberations persist concerning the IPA standard and core Bengali phonemes. This work examines prior research, identifies current and potential issues, and suggests a framework for a Bengali IPA standard, facilitating linguistic analysis and NLP resource creation and downstream technology development. In this work, we present a comprehensive study of Bengali IPA transcription and introduce a novel IPA transcription framework incorporating a novel dataset with DL-based benchmarks.