metadata

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.