cosmaadrian / multimodal-depression-from-video
Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"
☆46Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for multimodal-depression-from-video
- ☆10Updated 6 months ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆46Updated 10 months ago
- ☆19Updated 3 months ago
- code for paper 'Spatial-Temporal Attention Network for Depression Recognition from Facial Videos'☆23Updated 8 months ago
- LI-FPN is an excellent model for depression recognition based on facial expression.☆13Updated 7 months ago
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆55Updated last year
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆17Updated 4 months ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆40Updated 5 months ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆26Updated 3 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆138Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆114Updated 3 years ago
- 多模态,语音和文本结合的情感识别,大模型finetune☆13Updated last year
- ☆10Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆31Updated 9 months ago
- the baseline model of CMDC corpus☆33Updated 2 years ago
- ☆50Updated 9 months ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆109Updated 2 months ago
- ☆11Updated 3 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆30Updated 3 months ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆67Updated 3 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆38Updated last year
- AVEC 2013 Continuous Audio/Visual Emotion and Depression Recognition Challenge☆20Updated 11 years ago
- ☆16Updated 2 weeks ago
- We achieved the 2nd and 3rd places in ABAW3 and ABAW5, respectively.☆23Updated 8 months ago
- A survey of deep multimodal emotion recognition.☆51Updated 2 years ago
- Emotion recognition from IEMOCAP datasets.☆26Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆52Updated last month
- TensorFlow code implementation of "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"☆17Updated 3 weeks ago
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆25Updated last year
- Official PyTorch code for training and inference pipeline for DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection☆18Updated last month