aris-ai / Audio-and-text-based-emotion-recognition
A multimodal approach on emotion recognition using audio and text.
☆175Updated 4 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
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆280Updated 10 months ago
- 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
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆415Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆331Updated 7 months ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆150Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆202Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆172Updated 11 months ago
- ☆108Updated 2 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆131Updated 4 months ago
- ☆49Updated last year
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆74Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆143Updated last year
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆137Updated 4 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆162Updated 4 years ago
- Multimodal Transformer for Korean Sentiment Analysis with Audio and Text Features☆28Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆104Updated last year
- ☆17Updated last year
- Understanding emotions from audio files using neural networks and multiple datasets.☆417Updated last year
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago