Overview

The 'audio to texto pt br' model is a specialized speech-to-text engine optimized specifically for Brazilian Portuguese. For developers building localized applications, this model bridges the gap between raw audio input and structured text, handling the nuances of regional phonetics better than generic multilingual models. It is ideal for automating transcription services, building voice-command interfaces, or indexing audio archives for searchability. With an Apache-2.0 license, it offers the flexibility needed for commercial integration without restrictive overhead. Integration is straightforward for those already working within standard audio-processing pipelines, providing a reliable utility for converting PT-BR speech into clean, machine-readable text.

Highlights

Optimized specifically for Brazilian Portuguese speech recognition
Permissive Apache-2.0 license for commercial deployment
Ideal for transcription and voice-command application builds
Streamlines audio-to-text pipelines for localized software

Usage

Install

# Install Hugging Face transformers
pip install transformers torch

SDK Usage

# Load model with transformers
from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained("handsonbrain/audio-to-texto-pt-br")
tokenizer = AutoTokenizer.from_pretrained("handsonbrain/audio-to-texto-pt-br")

Hugging Face Download

We recommend downloading the model via the Hugging Face CLI or Hub SDK.

Guidance：Before downloading, install huggingface_hub with:

Guidance

pip install -U huggingface_hub

CLI Download

Download the full repository

huggingface-cli download handsonbrain/audio-to-texto-pt-br

Download a single file to a local folder (e.g. config.json into ./dir)

huggingface-cli download handsonbrain/audio-to-texto-pt-br config.json --local-dir ./dir

See the official docs for more CLI options

SDK Download

# 模型下载
from huggingface_hub import snapshot_download
model_dir = snapshot_download('handsonbrain/audio-to-texto-pt-br')

Git Download

Make sure git-lfs is installed first

Git Download

git lfs install
git clone https://huggingface.co/handsonbrain/audio-to-texto-pt-br

To skip LFS large-file downloads, use:

Skip LFS

GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/handsonbrain/audio-to-texto-pt-br

Model files are hosted on the Hugging Face Hub — download directly via HF CLI / SDK / Git, not through this site.

PyTorch / Transformers Usage

Install Transformers

pip install -U transformers torch

Load the model and run inference

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained('handsonbrain/audio-to-texto-pt-br')
tokenizer = AutoTokenizer.from_pretrained('handsonbrain/audio-to-texto-pt-br')