AbdulBasit-MrRobo / Real-Time-Speech-Emotion-Recognition
Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"
☆17Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Real-Time-Speech-Emotion-Recognition
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆91Updated 2 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆90Updated last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆42Updated 3 months ago
- Speech Emotion Recognition☆41Updated last year
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆36Updated last year
- Identify the emotion of multiple speakers in an Audio Segment☆163Updated last year
- Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed…☆89Updated 3 years ago
- ☆16Updated last year
- A multimodal approach on emotion recognition using audio and text.☆158Updated 4 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆290Updated last month
- ☆46Updated 11 months ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆136Updated 3 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆23Updated last year
- MFCC features + SVM for speech emotion classification☆15Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆258Updated 4 months ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆96Updated 7 months ago
- Speaker independent emotion recognition☆315Updated 4 months ago
- ☆90Updated last year
- Time series course Fall 2019 project☆53Updated 4 years ago
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆30Updated 10 months ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆399Updated 10 months ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆18Updated 7 months ago
- The repo contains an audio emotion detection model, facial emotion detection model, and a model that combines both these models to predic…☆52Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 3 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆408Updated last year
- Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture☆24Updated last year
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆44Updated 3 years ago
- Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython☆54Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆126Updated 2 years ago