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README.md

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 # WorldSpeech
 
-A multilingual ASR dataset containing 53k hours of transcribed speech across 113 language-region variants, drawn from national parliaments, public broadcasters, public-domain audiobooks, and international institutions (UN, ICC, Vatican Radio). Row consists of a 24 kHz speech utterance paired with a verified human transcript, an aligned ASR transcript, character error rate (CER) between the two, a WADA-SNR estimate, and four DNSMOS-P.835 quality scores.
+A multilingual ASR dataset containing 53k hours of transcribed speech across 113 language-region variants, drawn from national parliaments, public broadcasters, public-domain audiobooks, and international institutions (UN, ICC, Vatican Radio). Rows consist of 24 kHz speech utterances paired with a human-provided transcript, an aligned ASR transcript, character error rate (CER) between the two, a WADA-SNR estimate, and four DNSMOS-P.835 quality scores.
 
 ## Dataset Overview