Papers by Moreno La Quatra
Speech Analysis of Language Varieties in Italy (2024.lrec-main)
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| Challenge: | Recent advances in self-supervised learning provide new opportunities to analyze Italy’s linguistic varieties using speech data alone. |
| Approach: | They propose to automatically identify the geographic region of origin of speech samples drawn from Italy's diverse language varieties. |
| Outcome: | The proposed model can identify regions from speech recording and improve classification accuracy and yields embeddings that distinctly separate regional varieties. |