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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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This is The English Accent Classification Task
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There are two important files: App.py and requirements.py
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- requirments.py is the required libraries
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- App.py contains the complete logic of the code, which gets the direct mp4 url, extract the audio then pass it to a pre-trained accent classifier model
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An Accent classification confidence score is given as well, which is the prediction probability of the predicted label, to express confidence in the prediction
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A transcription is then done using OpenAI-Whisper Model, and Meta Llama 3.3 used for proficiency analysis of the extracted transcript to analyse the performance
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the application is built using Gradio and hosted in huggingface spaces.
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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