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cs.CL2023
Mispronunciation detection using self-supervised speech representations
Jazmin Vidal, Pablo Riera, Luciana Ferrer
In recent years, self-supervised learning (SSL) models have produced promising results in a variety of speech-processing tasks, especially in contexts of data scarcity. In this pap…
cs.CL2021
A transfer learning based approach for pronunciation scoring
Marcelo Sancinetti, Jazmin Vidal, Cyntia Bonomi +1
Phone-level pronunciation scoring is a challenging task, with performance far from that of human annotators. Standard systems generate a score for each phone in a phrase using mode…