AbdulBasit-MrRobo / Real-Time-Speech-Emotion-RecognitionLinks
Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"
☆23Updated 4 years ago
Alternatives and similar repositories for Real-Time-Speech-Emotion-Recognition
Users that are interested in Real-Time-Speech-Emotion-Recognition are comparing it to the libraries listed below
Sorting:
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆175Updated 2 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆421Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆139Updated 4 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆96Updated 2 years 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
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆648Updated last year
- Deep Learning - one shot learning for speaker recognition using Filter Banks☆170Updated last year
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆37Updated last year
- Speech Emotion Recognition☆43Updated 2 years ago
- Speaker independent emotion recognition☆321Updated last year
- ☆90Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Updated last year
- Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed…☆97Updated 3 years ago
- Time series course Fall 2019 project☆53Updated 5 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆376Updated 11 months ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆207Updated 2 years ago
- Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)☆217Updated 2 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆426Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆293Updated last year
- ☆23Updated 4 years ago
- Building a Deep learning model that predicts the gender of a speaker using TensorFlow 2☆127Updated 2 years ago
- My-Voice Analysis is a Python library for the analysis of voice (simultaneous speech, high entropy) without the need of a transcription. …☆325Updated 4 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated last year
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆77Updated 4 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆83Updated 2 years ago
- Real-time human emotion detection and analysis through voice and speech pattern processing☆28Updated 6 years ago
- Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library☆211Updated 5 years ago