RayanWang / Speech_emotion_recognition_BLSTM
Bidirectional LSTM network for speech emotion recognition.
☆263Updated 5 years ago
Alternatives and similar repositories for Speech_emotion_recognition_BLSTM:
Users that are interested in Speech_emotion_recognition_BLSTM are comparing it to the libraries listed below
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆391Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆269Updated 7 months ago
- Speaker independent emotion recognition☆315Updated 7 months ago
- A machine learning application for emotion recognition from speech☆132Updated 6 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆162Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆410Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆87Updated last year
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆103Updated 3 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆102Updated 5 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆239Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆416Updated last year
- CTC for emotion recognition☆60Updated 7 years ago
- ☆40Updated 8 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 3 years ago
- A github repo of the openSMILE feature extraction tool.☆213Updated 3 years ago
- ☆108Updated 2 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆308Updated 4 months ago
- ☆129Updated 5 months ago
- ☆90Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated 10 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
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Updated 5 months ago
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆170Updated 4 years ago