MarioRuggieri / Emotion-Recognition-from-Speech
A machine learning application for emotion recognition from speech
☆133Updated 7 years ago
Alternatives and similar repositories for Emotion-Recognition-from-Speech:
Users that are interested in Emotion-Recognition-from-Speech are comparing it to the libraries listed below
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆389Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 4 years ago
- Speaker independent emotion recognition☆315Updated 7 months ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆272Updated 8 months ago
- Build your own Real-time Speech Emotion Recognizer☆111Updated 6 years ago
- ☆40Updated 8 years ago
- Speech Emotion Recognition using FFT and SVM☆79Updated 7 years ago
- CTC for emotion recognition☆60Updated 7 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Updated 6 months ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆161Updated 4 years ago
- ☆90Updated 2 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆101Updated 5 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆410Updated last year
- A github repo of the openSMILE feature extraction tool.☆213Updated 3 years ago
- Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and …☆104Updated 6 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆45Updated 2 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 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
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- openXBOW - the Passau Open-Source Crossmodal Bag-of-Words Toolkit☆81Updated 4 years ago
- A program for automatic speaker identification using deep learning techniques.☆84Updated 7 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆239Updated 4 years ago
- Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library☆207Updated 4 years ago
- A streamlined system to detect human emotions from image and voice and predict its reaction☆59Updated 5 years ago
- It uses GMM to train a speaker identification model. The training and testing has been done on subset (34 speakers) from VoxForge data co…☆56Updated 5 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated last year
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago