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.☆104Updated 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.☆184Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆432Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆296Updated last year
- 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`.☆250Updated 4 years ago
- Emotion recognition from IEMOCAP datasets.☆37Updated 5 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆59Updated last year
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆88Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- Multimodal SER Model meant to be trained on recognising emotions from speech (text + acoustic data). Fine-tuned the DeBERTaV3 model, resp…☆10Updated last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Updated last year
- ☆17Updated 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
- ☆48Updated last year
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆48Updated last year
- ☆94Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆193Updated 2 years ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,046Updated 4 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated last year
- 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
- Dynamic and static models for real-time facial emotion recognition☆162Updated last year
- 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
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆92Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆168Updated 4 years ago
- Code for the paper "Fusing Body Posture with Facial Expressions for Joint Recognition of Affect in Child-Robot Interaction"☆22Updated 4 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated 2 years ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆73Updated last year