gianscuri / Emotion-Recognition_SER-FER_RAVDESS
Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture
☆27Updated last year
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
- Human Emotion Understanding using multimodal dataset.☆93Updated 4 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆101Updated 10 months 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
- A multimodal approach on emotion recognition using audio and text.☆170Updated 4 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆104Updated 2 years ago
- ☆47Updated last year
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆121Updated 5 months ago
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆27Updated 5 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆45Updated 6 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated 11 months ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆27Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆168Updated 9 months ago
- ☆16Updated last year
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆62Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated last year
- 多模态，语音和文本结合的情感识别，大模型finetune☆14Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆272Updated 8 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆144Updated 3 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆36Updated 2 months ago
- Detecting depression in a conversation using Convolutional Neral Network☆68Updated 3 years ago
- Deployed a facial emotion recognition using neural network model which predicts the emotion from faces in images, videos and live feed fr…☆11Updated 3 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆34Updated 10 months ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆311Updated 4 months ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆28Updated 5 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆117Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 3 years ago
- Multimodal preprocessing on IEMOCAP dataset☆11Updated 6 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆240Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆137Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year