abhay8463 / Speech-Emotion-Recognition-using-ML-and-DL
Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.
☆91Updated last year
Alternatives and similar repositories for Speech-Emotion-Recognition-using-ML-and-DL:
Users that are interested in Speech-Emotion-Recognition-using-ML-and-DL are comparing it to the libraries listed below
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 3 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆101Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆45Updated 5 months ago
- Speaker independent emotion recognition☆314Updated 6 months ago
- Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed…☆92Updated 3 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆169Updated 4 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆36Updated 2 years ago
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆33Updated last year
- ☆90Updated 2 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆166Updated last year
- This is a audio classification project in python based on MLP Classifier☆35Updated 4 years ago
- Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython☆55Updated 3 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆269Updated 7 months ago
- ☆16Updated last year
- Speech Emotion Recognition☆40Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated last year
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆601Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆409Updated last year
- Detecting depression in a conversation using Convolutional Neral Network☆66Updated 3 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆416Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 10 months ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆197Updated 2 years ago
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆62Updated last year
- Final Year Project for Speech Separation☆90Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated 10 months ago
- ☆47Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆124Updated 4 years ago
- In this project we use RAVDESS Dataset to classify Speech Emotion using Multi Layer Perceptron Classifier☆25Updated 4 years ago
- Classifying Audio to Emotion☆28Updated 5 years ago