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
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆436Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆186Updated 5 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆113Updated last year
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆155Updated last year
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆252Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated 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
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆197Updated 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
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- ☆49Updated 2 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
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- ☆17Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆169Updated 5 years ago
- Emotion recognition from IEMOCAP datasets.☆40Updated 5 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
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Dynamic and static models for real-time facial emotion recognition☆173Updated 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
- Multimodal preprocessing on IEMOCAP dataset☆13Updated 7 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆91Updated last year
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated last year
- ☆11Updated 4 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆143Updated 4 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆663Updated 2 years ago
- This is the repository containing the solution for FG-2020 ABAW Competition☆121Updated last year
- ☆95Updated 3 years ago