Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.org/doi/10.1145/2988257.2988267), AVEC 2016}
☆83Sep 9, 2021Updated 4 years ago
Alternatives and similar repositories for DepAudioNet_reproduction
Users that are interested in DepAudioNet_reproduction are comparing it to the libraries listed below
Sorting:
- ☆69Feb 21, 2024Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆201Jul 10, 2023Updated 2 years ago
- ☆25Nov 3, 2024Updated last year
- Bachelor Thesis - Deep Learning-based Multi-modal Depression Estimation☆82Apr 29, 2023Updated 2 years ago
- Papers using E-DAIC dataset (AVEC 2019 DDS)☆38Apr 7, 2023Updated 2 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆42Dec 11, 2020Updated 5 years ago
- ☆23Aug 2, 2024Updated last year
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆14Jul 13, 2020Updated 5 years ago
- the baseline model of CMDC corpus☆53Aug 17, 2022Updated 3 years ago
- Detect Depression with AI Sub-challenge (DSS) of AVEC2019 experienment version via YZK☆14May 28, 2021Updated 4 years ago
- Detecting depressed Patient based on Speech Activity, Pauses in Speech and Using Deep learning Approach☆20Jan 5, 2023Updated 3 years ago
- ☆13Nov 21, 2023Updated 2 years ago
- Depression Detection from Speech☆35Apr 19, 2017Updated 8 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Jul 6, 2023Updated 2 years ago
- Speech-based diagnosis of depression☆28May 17, 2021Updated 4 years ago
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆29Mar 1, 2019Updated 7 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Mar 5, 2022Updated 3 years ago
- ☆37Jun 28, 2024Updated last year
- Predicting depression from acoustic features of speech using a Convolutional Neural Network.☆317Oct 29, 2018Updated 7 years ago
- ☆35Sep 5, 2022Updated 3 years ago
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆30Dec 9, 2024Updated last year
- Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"☆85May 16, 2024Updated last year
- Depression-Detection represents a machine learning algorithm to classify audio using acoustic features in human speech, thus detecting de…☆14Jul 10, 2020Updated 5 years ago
- SpeechFormer++ in PyTorch☆50Jul 21, 2023Updated 2 years ago
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆12Jan 18, 2025Updated last year
- Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features☆12Dec 8, 2021Updated 4 years ago
- ☆30May 7, 2024Updated last year
- scripts to model depression in speech and text☆74Jan 22, 2020Updated 6 years ago
- LI-FPN is an excellent model for depression recognition based on facial expression.☆16Apr 5, 2024Updated last year
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆60Jan 17, 2024Updated 2 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Jul 11, 2019Updated 6 years ago
- A published large-scale dataset - Weibo User Depression Detection Dataset.☆101Updated this week
- The final coursework for AI in Mental Health @ PKU.☆19Jan 5, 2024Updated 2 years ago
- A CNN audio classifier via spectrogram images.☆10Jul 21, 2017Updated 8 years ago
- Depression study through EEG data☆25Dec 18, 2021Updated 4 years ago
- ☆13Dec 2, 2024Updated last year
- code for paper 'Spatial-Temporal Attention Network for Depression Recognition from Facial Videos'☆34Dec 27, 2024Updated last year
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- Analysis and Recognition of Voluntary Facial Expression Mimicry Based on Depression Patients☆15Feb 17, 2023Updated 3 years ago