PrudhviGNV / Speech-Emotion-Recognization
Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures
☆35Updated last year
Alternatives and similar repositories for Speech-Emotion-Recognization
Users that are interested in Speech-Emotion-Recognization are comparing it to the libraries listed below
Sorting:
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆95Updated 2 years ago
- Speech Emotion Recognition☆40Updated last year
- ☆49Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆171Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 9 months ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆137Updated 4 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
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆34Updated 2 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"☆22Updated 3 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆29Updated last year
- pytorch implementation for MultiSpeech: Multi-Speaker Text to Speech with Transformer paper☆21Updated 2 years ago
- Speaker independent emotion recognition☆319Updated 10 months ago
- This is a audio classification project in python based on MLP Classifier☆39Updated 5 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
- Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed…☆93Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆175Updated 4 years ago
- CycleGAN-based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition☆12Updated 5 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆85Updated 4 months ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 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
- Repository for reproducing result in journal "Self-supervised learning for Speech Emotion Recognition"☆10Updated 2 years ago
- ☆90Updated 2 years ago
- Classifying Audio to Emotion☆28Updated 5 years ago
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago
- ☆66Updated 8 months ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆202Updated 2 years ago