Data-Science-kosta / Speech-Emotion-Classification-with-PyTorch
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
☆191Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Speech-Emotion-Classification-with-PyTorch
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆126Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆160Updated 4 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆144Updated 3 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆161Updated 6 months ago
- ☆98Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆295Updated last month
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆114Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆129Updated 11 months ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆85Updated last year
- ☆46Updated 11 months ago
- Multilingual datasets with raw audio for speech emotion recognition☆19Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆66Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆92Updated 2 years ago
- Wav2Vec for speech recognition, classification, and audio classification☆249Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆260Updated 5 months ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆19Updated 8 months ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆31Updated 7 months ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 3 months ago
- ☆40Updated 4 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆45Updated 3 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆11Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆43Updated 2 years ago
- MFCC features + SVM for speech emotion classification☆15Updated 4 years ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆24Updated last year
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆102Updated 3 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆97Updated 7 months ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 3 years ago