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☆73Updated 4 years ago
- scripts to model depression in speech and text☆74Updated 5 years ago
- Depression Detection from Speech☆35Updated 8 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆420Updated 2 years ago
- ☆34Updated 3 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆81Updated 4 years ago
- Speaker independent emotion recognition☆325Updated last year
- A machine learning application for emotion recognition from speech☆136Updated 7 years ago
- ☆109Updated 3 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆401Updated 6 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆294Updated last year
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆249Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆429Updated last year
- Time series course Fall 2019 project☆53Updated 5 years ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆39Updated 4 years ago
- A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computin…☆122Updated 5 years ago
- ☆90Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆168Updated 4 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆60Updated 7 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Updated 2 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆257Updated 4 years ago
- Baseline scripts for AVEC 2019, Depression Detection Sub-challenge☆16Updated 6 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆191Updated 2 years ago
- ☆138Updated last year
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆105Updated 6 years ago