jagan-shanmugam / stress_affect_detection
Stress and Affect detection using WESAD dataset
☆33Updated last month
Alternatives and similar repositories for stress_affect_detection
Users that are interested in stress_affect_detection are comparing it to the libraries listed below
Sorting:
- E4 data, EDA stress detection☆82Updated 5 years ago
- Experimenting with WESAD using neural networks.☆19Updated 5 years ago
- This repository contains scripts and data for Emotion Recognition based on Self-Supervised Learning from ECG signals☆14Updated 4 years ago
- CardioGAN - AAAI 2021☆58Updated 3 years ago
- The official implementation of the paper "Reconstructing QRS Complex from PPG by Transformed Attentional Neural Networks"☆35Updated 2 years ago
- Using self-supervised learning to extract features from PPG signals☆18Updated 2 years ago
- Wearable Stress and Affect Detection☆17Updated 4 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆43Updated 3 years ago
- This project aims to detect stress state based on Electrocardiogram signals (WESAD Dataset) analysis with a deep learning model.☆52Updated 2 years ago
- Classifying WESAD mental stress data using autoencoder to extract features☆15Updated 3 years ago
- Biosignal processing for automatic emotion recognition☆47Updated 2 years ago
- Are you ready to FLIRT with your wearable data?☆72Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- It is an emotion detection with EEG and ECG signals.☆38Updated 5 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆41Updated 3 years ago
- Photoplethysmogram-based Real-Time Cognitive Load Assessment Using Multi-Feature Fusion Model☆68Updated last year
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆31Updated 3 years ago
- Scripts to detect artifacts in EDA data☆83Updated last year
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆26Updated 2 years ago
- Robust End-to-End Emotion Recognition from ECG using Transformers (2nd Place Winner in EPiC 2023)☆18Updated last year
- End-to-End PPG Processing Pipeline for Wearables: From Quality Assessment and Motion Artifacts Removal to HR/HRV Feature Extraction☆53Updated last year
- NABNet: A Nested Attention-guided BiConvLSTM Network for a robust prediction of Blood Pressure components from reconstructed Arterial Bl…☆38Updated 2 years ago
- Codebase for P2E-WGAN: ECG Waveform Synthesis from PPG with Conditional Wasserstein Generative Adversarial Networks - ACM SAC 2021☆27Updated 4 years ago
- long-term blood pressure prediction with deep recurrent neural networks☆112Updated 5 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 6 years ago
- Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the…☆73Updated 7 years ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆24Updated 11 months ago
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆68Updated 8 months ago
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆46Updated 4 years ago
- biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for b…☆77Updated 11 months ago