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
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆121Updated 4 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆46Updated last year
- Conventionally depression detection was done through extensive clinical interviews, wherein the subject’s re- sponses are studied by the …☆1Updated 4 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆68Updated 3 years ago
- ☆20Updated 7 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆73Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆157Updated last year
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 3 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆34Updated 4 years ago
- Toolbox for Emotion Analysis using Physiological signals☆58Updated 2 years ago
- Speech-based diagnosis of depression☆27Updated 3 years ago
- Depression study through EEG data☆14Updated 3 years ago
- ☆60Updated last year
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Updated 6 years ago
- A list of papers for emotion recognition using machine learning/deep learning.☆56Updated 4 years ago
- ☆10Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- the baseline model of CMDC corpus☆38Updated 2 years ago
- A list of pain recognition databases that are publicly available for research☆75Updated 3 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆53Updated last year
- Diploma thesis analyzing emotion recognition in conversations exploiting physiological signals (ECG, HRV, GSR, TEMP) and an Attention-bas…☆23Updated 2 years ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆18Updated 2 years ago
- scripts to model depression in speech and text☆70Updated 5 years ago
- Alzheimer's dementia classification and MMSE score regression☆59Updated 2 years ago
- Pytorch code for our TOMM2022 paper "A Multimodal framework for large scale Emotion Recognition by Fusing Music and Electrodermal Activit…☆30Updated 3 years ago
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆65Updated 2 months ago
- Human Emotion Understanding using multimodal dataset.☆96Updated 4 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Updated 5 years ago
- ☆26Updated 8 months ago
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆11Updated 3 years ago