x4nth055 / emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
☆607Updated last year
Alternatives and similar repositories for emotion-recognition-using-speech:
Users that are interested in emotion-recognition-using-speech are comparing it to the libraries listed below
- Speaker independent emotion recognition☆315Updated 7 months ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆410Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆389Updated 5 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆417Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆104Updated 2 years ago
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 5 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,331Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆272Updated 8 months ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,074Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 3 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆166Updated 2 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 4 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆311Updated 4 months ago
- A multimodal approach on emotion recognition using audio and text.☆170Updated 4 years ago
- ☆90Updated 2 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆92Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆196Updated 2 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆168Updated 9 months ago
- Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)☆210Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆161Updated 4 years ago
- Python package for openSMILE☆267Updated 2 months ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆931Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆101Updated 10 months ago
- ☆47Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated 11 months ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)