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eeg2text-unique-sentences
sajjad5221/eeg2text-unique-sentences
eeg2text-unique-sentences is a machine learning model from sajjad5221. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Brain-Computer Interface model for translating EEG signals to text.
Access
Public
Updated Mar 28, 2026
Repo size
408 MB
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Repo makeup
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.pt408 MB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026
- SHA
- 75170177
Model card
From the Hugging Face model README
EEG-to-Text RawNet Model
Brain-Computer Interface model for translating EEG signals to text.
Model Details
- Architecture: RawNet (Multi-scale Conv1D + Transformer)
- Best Validation Loss: 1.4613
- Parameters: 33,956,593
Usage
from huggingface_hub import hf_hub_download
import torch
model_path = hf_hub_download(repo_id="sajjad5221/eeg2text-unique-sentences", filename="best_rawnet_model.pt")
checkpoint = torch.load(model_path)
model.load_state_dict(checkpoint['model_state_dict'])
- License
- apache-2.0
- Languages
- en
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026