Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion

no code implementations • ACL (SIGMORPHON) 2021 • Lucas F.E. Ashby, Travis M. Bartley, Simon Clematide, Luca Del Signore, Cameron Gibson, Kyle Gorman, Yeonju Lee-Sikka, Peter Makarov, Aidan Malanoski, Sean Miller, Omar Ortiz, Reuben Raff, Arundhati Sengupta, Bora Seo, Yulia Spektor, Winnie Yan

Grapheme-to-phoneme conversion is an important component in many speech technologies, but until recently there were no multilingual benchmarks for this task.

A Chat About Boring Problems: Studying GPT-based text normalization

no code implementations • 23 Sep 2023 • Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg

Through this new framework, we can identify strengths and weaknesses of GPT-based TN, opening opportunities for future work.

Prompt Engineering

Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models

no code implementations • 9 Nov 2022 • Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg

In this paper, we extend previous self-supervised approaches for language identification by experimenting with Conformer based architecture in a multilingual pre-training paradigm.

Language Identification Spoken language identification