aris-ai / Audio-and-text-based-emotion-recognitionLinks
A multimodal approach on emotion recognition using audio and text.
☆183Updated 5 years ago
Alternatives and similar repositories for Audio-and-text-based-emotion-recognition
Users that are interested in Audio-and-text-based-emotion-recognition are comparing it to the libraries listed below
Sorting:
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆293Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆425Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆207Updated 2 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
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆379Updated last year
- ☆48Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆179Updated last year
- ☆109Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆136Updated 9 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆151Updated 3 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
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆91Updated 2 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆75Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆154Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆40Updated last year
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated last year
- Time series course Fall 2019 project☆53Updated 5 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆108Updated last year
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- ☆41Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆75Updated 3 years ago
- Emotion recognition from IEMOCAP datasets.☆37Updated 5 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated 2 years ago
- Human Emotion Understanding using multimodal dataset.☆103Updated 5 years ago
- Multilingual datasets with raw audio for speech emotion recognition☆29Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆48Updated 3 years ago