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
☆28Updated 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
- ☆49Updated last year
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆102Updated 11 months ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆27Updated last year
- Human Emotion Understanding using multimodal dataset.☆96Updated 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
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated last year
- 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).☆105Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆124Updated 5 months ago
- ☆17Updated last year
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 7 months ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆168Updated 9 months ago
- Speech Emotion Recognition☆40Updated last year
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆65Updated last year
- Detecting depression in a conversation using Convolutional Neral Network☆68Updated 3 years ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆30Updated 5 months ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆154Updated last year
- Detecting depression levels in employees from videos of DAIC-WOZ dataset using LSTMs and Facial Action Units as input.☆27Updated 6 years ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆33Updated 2 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆118Updated 4 years ago
- This Repo consist code for transfer learning for facial emotion detection via valence and arousal levels. We used pretrained weights from…☆19Updated 4 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated 2 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆73Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆276Updated 8 months ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆37Updated 2 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆34Updated 11 months ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated last year