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Tridentran authored Dec 24, 2024
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This is the Official PyTorch implementation of our ICASSP2025 paper "Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model".

# Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model
# Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model (ICASSP2025)
### This is the Official PyTorch implementation of our ICASSP2025 paper "Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model".

![Alt text](Fig/Essentia.jpg)

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2. The detailed loading functions are available in `Code/func.py` and `Code/TrainContrastive.py`.

#### Run Model
1. For running the Essentia, you should use command `python Code/TrainContrastive.py`
1. For running the Essentia, you should use the command `python Code/TrainContrastive.py`

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