Papers by Antra Klavinska
BalsuTalka.lv - Boosting the Common Voice Corpus for Low-Resource Languages (2024.lrec-main)
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Roberts Dargis, Arturs Znotins, Ilze Auzina, Baiba Saulite, Sanita Reinsone, Raivis Dejus, Antra Klavinska, Normunds Gruzitis
| Challenge: | Latvian is a low-resource language for many NLP tasks, but most speech corpora are closed data . a crowdsourcing campaign to create a relatively large, diverse and open speech corpus for Latvian has been launched . |
| Approach: | a crowdsourcing campaign is helping to create an open speech corpus for Latvian . the goal is to enlarge the datasets and make them more diverse . authors use the opensource Mozilla Common Voice platform to validate speech samples . |
| Outcome: | a crowdsourcing initiative has increased the size and speaker diversity of the Latvian Common Voice 17.0 dataset by more than tenfold in less than a year. |