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