kykiefer / depression-detectLinks
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
☆316Updated 7 years ago
Alternatives and similar repositories for depression-detect
Users that are interested in depression-detect are comparing it to the libraries listed below
Sorting:
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆435Updated last year
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆131Updated 5 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆169Updated 4 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Updated 6 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆405Updated 6 years ago
- scripts to model depression in speech and text☆74Updated 5 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆142Updated 4 years ago
- Depression Detection from Speech☆35Updated 8 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆251Updated 4 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆83Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆424Updated 2 years ago
- Speaker independent emotion recognition☆328Updated last year
- ☆109Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- ☆34Updated 3 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Updated 6 years ago
- Human Emotion Understanding using multimodal dataset.☆108Updated 5 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆60Updated 7 years ago
- Repository for th OMG Emotion Challenge☆92Updated 11 months ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Updated 2 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆41Updated 5 years ago
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆124Updated 5 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆106Updated 6 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- ☆13Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆194Updated 2 years ago
- Speech-based diagnosis of depression☆28Updated 4 years ago