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:
- Portuguese (Brazilian)
- 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.