A quality audit of Common Voice, FLEURS, and VoxPopuli finds serious micro- and macro-level data defects concentrated in less institutionalized languages, with a case study of Taiwanese Southern Min.
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Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
A quality audit of Common Voice, FLEURS, and VoxPopuli finds serious micro- and macro-level data defects concentrated in less institutionalized languages, with a case study of Taiwanese Southern Min.