tzirakis / Multimodal-Emotion-Recognition
This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.
☆245Updated 4 years ago
Alternatives and similar repositories for Multimodal-Emotion-Recognition:
Users that are interested in Multimodal-Emotion-Recognition are comparing it to the libraries listed below
- 🔆 📝 A reading list focused on Multimodal Emotion Recognition (MER) 👂👄 👀 💬☆121Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆160Updated 4 years ago
- ☆110Updated 2 years ago
- Human Emotion Understanding using multimodal dataset.☆96Updated 4 years ago
- ☆89Updated 6 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆58Updated 6 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆128Updated 6 months ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆82Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆277Updated 9 months ago
- Repository for th OMG Emotion Challenge☆88Updated 3 months ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆37Updated 7 months ago
- Attention-based multimodal fusion for sentiment analysis☆345Updated 11 months ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆414Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆99Updated 2 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆117Updated 3 years ago
- ☆17Updated last year
- A survey of deep multimodal emotion recognition.☆52Updated 2 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆105Updated last year
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Updated 6 years ago
- ☆14Updated 6 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆77Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆122Updated last month
- Predict valence and arousal from video data. Separate training of CNN and RNN. Feed RNN with simple feature vectors extracted from frames…☆41Updated 4 years ago
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆113Updated 4 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 3 years ago
- Multimodal emotion recognition system of attention based vision network + audio network☆14Updated 4 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆62Updated 3 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆25Updated 4 years ago