Update README.md

README.md

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 Source: https://www.youtube.com/@visualaccent/videos
 All rights belong to the original dataset creator.
 
-Dataset of non-native English ("accents") and English varieties ("dialects").
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+# VADA-AVSR: an audio-visual dataset of non-native English ("accents") and English varieties ("dialects")
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 We preprocessed the Visual Accent and Dialect Archive (https://archive.mith.umd.edu/mith-2020/vada/index.html) for audio-visual speech recognition (AVSR), speech recognition (ASR), and visual speech recognition/lip-reading (VSR).