ZihengZZH / bipolar-disorder
Multimodal Deep Learning Framework for Mental Disorder Recognition @ FG'20
☆38Updated 2 years ago
Alternatives and similar repositories for bipolar-disorder:
Users that are interested in bipolar-disorder are comparing it to the libraries listed below
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆45Updated last year
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆119Updated 4 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆70Updated 3 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆66Updated 3 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 2 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆64Updated 2 months ago
- ☆52Updated 10 months ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆30Updated 4 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆57Updated 3 years ago
- ☆20Updated 5 months ago
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆52Updated 8 months ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆148Updated last year
- Pytorch code for our TOMM2022 paper "A Multimodal framework for large scale Emotion Recognition by Fusing Music and Electrodermal Activit…☆29Updated 2 years ago
- ☆22Updated 6 months ago
- Alzheimer's dementia classification and MMSE score regression☆58Updated 2 years ago
- Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical da…☆47Updated this week
- Depression study through EEG data☆12Updated 3 years ago
- scripts to model depression in speech and text☆70Updated 4 years ago
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆23Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- ☆10Updated last year
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆50Updated last year
- Speech-based diagnosis of depression☆26Updated 3 years ago
- EEG Features to be extract from raw data.☆27Updated 7 years ago
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- the baseline model of CMDC corpus☆36Updated 2 years ago
- PyTorch implementation of TSception☆70Updated last year
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 2 years ago