gianscuri / Emotion-Recognition_SER-FER_RAVDESSLinks
Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture
☆31Updated 2 years ago
Alternatives and similar repositories for Emotion-Recognition_SER-FER_RAVDESS
Users that are interested in Emotion-Recognition_SER-FER_RAVDESS are comparing it to the libraries listed below
Sorting:
- Human Emotion Understanding using multimodal dataset.☆108Updated 5 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆112Updated last year
- A multimodal approach on emotion recognition using audio and text.☆185Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆435Updated last year
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆89Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆153Updated last year
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆251Updated 4 years ago
- Multimodal SER Model meant to be trained on recognising emotions from speech (text + acoustic data). Fine-tuned the DeBERTaV3 model, resp…☆11Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆114Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- ☆17Updated 2 years ago
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆28Updated 6 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆48Updated last year
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated last year
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆90Updated last year
- [Electronics'21] Facial Emotion Recognition Using Transfer Learning in the Deep CNN"☆21Updated last year
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆59Updated last year
- Dynamic and static models for real-time facial emotion recognition☆167Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- Multimodal preprocessing on IEMOCAP dataset☆13Updated 7 years ago
- Source code for the paper "Text-based Depression Detection: What Triggers An Alert"☆50Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆194Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆60Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆51Updated 3 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated 2 years ago
- Deployed a facial emotion recognition using neural network model which predicts the emotion from faces in images, videos and live feed fr…☆12Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆169Updated 4 years ago
- ☆48Updated 2 years ago