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--- |
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title: Speech-accent-pt-br-classifier |
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emoji: 🎙️🤖🇧🇷 |
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colorFrom: blue |
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colorTo: green |
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sdk: gradio |
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sdk_version: "4.12.0" |
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app_file: app.py |
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pinned: false |
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--- |
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# Speech Portuguese (Brazilian) Accent Classifier |
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This project is a speech accent classifier that distinguishes between Portuguese (Brazilian) and other accents. |
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## Project Overview |
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This application uses a trained model to classify speech accents into two categories: |
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1. Portuguese (Brazilian) |
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2. Other |
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The model is based on the author's work [(results) brazil pt accent] and utilizes the Portuguese portion of the Common Voice dataset (version 11.0) from Mozilla Foundation. |
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## Dataset |
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The project uses the Portuguese subset of the Common Voice dataset: |
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- Dataset: "mozilla-foundation/common_voice_11_0", "pt" |
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Brazilian accents included in the dataset: |
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- Português do Brasil, Região Sul do Brasil |
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- Paulistano |
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- Paulista, Brasileiro |
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- Carioca |
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- Mato Grosso |
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- Mineiro |
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- Interior Paulista |
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- Gaúcho |
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- Nordestino |
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- And various regional mixes |
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## Technical Details |
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The project utilizes the following model and processor: |
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- Model: "facebook/wav2vec2-base-960h" |
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- Processor: Wav2Vec2Processor.from_pretrained |
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## License |
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ecl |
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## Developer Information |
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Developed by Ramon Mayor Martins (2024) |
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- Email: rmayormartins@gmail.com |
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- Homepage: https://rmayormartins.github.io/ |
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- Twitter: @rmayormartins |
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- GitHub: https://github.com/rmayormartins |
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## Acknowledgements |
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Special thanks to Instituto Federal de Santa Catarina (Federal Institute of Santa Catarina) IFSC-São José-Brazil. |
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## Contact |
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For any queries or suggestions, please contact the developer using the information provided above. |
