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- ---
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- title: Accent Classifier
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- emoji: 📈
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- colorFrom: red
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- colorTo: pink
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- sdk: gradio
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- sdk_version: 5.30.0
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- app_file: app.py
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- pinned: false
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- license: other
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- short_description: Detects & classifies accents of English speakers.
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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+ English Accent Classifier!
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+
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+ How it works?
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+
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+ 1) Takes video url or video file
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+ 2) Converts it into audio
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+ 3) Uses `whisper-tiny` to know which language is being spoken
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+ 4) If video language is english then uses speech brain's accent id classifier to show speaker accent along with confidence score.
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+
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+ Q: What if my transformer version doesn't expose `return_language` for `whisper-tiny`?
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+ A: Then it will approximate the language by counting which language's tokens it is using the most.