xuanjihe / speech-emotion-recognition
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
☆396Updated 5 years ago
Alternatives and similar repositories for speech-emotion-recognition
Users that are interested in speech-emotion-recognition are comparing it to the libraries listed below
Sorting:
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆281Updated 10 months ago
- Speaker independent emotion recognition☆319Updated 10 months ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆415Updated last year
- A machine learning application for emotion recognition from speech☆135Updated 7 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆128Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆162Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Understanding emotions from audio files using neural networks and multiple datasets.☆417Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 6 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆336Updated 7 months ago
- A multimodal approach on emotion recognition using audio and text.☆175Updated 4 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆627Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆137Updated 4 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆102Updated 5 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆106Updated 3 years 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
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆202Updated 2 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆173Updated last year
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- A github repo of the openSMILE feature extraction tool.☆217Updated 3 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 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
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- ☆90Updated 2 years ago
- Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and …☆107Updated 7 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year