talhanai / redbud-tree-depressionLinks
scripts to model depression in speech and text
☆74Updated 5 years ago
Alternatives and similar repositories for redbud-tree-depression
Users that are interested in redbud-tree-depression are comparing it to the libraries listed below
Sorting:
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆168Updated 4 years ago
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- ☆34Updated 3 years ago
- Predicting depression from acoustic features of speech using a Convolutional Neural Network.☆316Updated 7 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆296Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 5 years ago
- Bidirectional LSTM network for speech emotion recognition.☆265Updated 6 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆432Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆402Updated 6 years ago
- ☆109Updated 3 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 5 years ago
- Contains links to publicly available datasets for modeling health outcomes using speech and language.☆125Updated last year
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Updated last year
- Multimodal sentiment analysis using hierarchical fusion with context modeling☆44Updated 2 years ago
- ☆138Updated last year
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Updated 2 years ago
- Context-Dependent Sentiment Analysis in User-Generated Videos☆125Updated 2 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆60Updated 7 years ago
- A multimodal approach on emotion recognition using audio and text.☆184Updated 5 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆250Updated 4 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆141Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆422Updated 2 years ago
- ☆90Updated 2 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Updated 3 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆982Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 7 years ago