hkveeranki / speech-emotion-recognitionLinks
Speaker independent emotion recognition
☆323Updated last year
Alternatives and similar repositories for speech-emotion-recognition
Users that are interested in speech-emotion-recognition are comparing it to the libraries listed below
Sorting:
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆401Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆293Updated last year
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆649Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆427Updated last year
- Understanding emotions from audio files using neural networks and multiple datasets.☆420Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Updated last year
- A machine learning application for emotion recognition from speech☆136Updated 7 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- ☆90Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,380Updated 2 years ago
- Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library☆211Updated 5 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆91Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆167Updated 4 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- Time series course Fall 2019 project☆53Updated 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
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆47Updated 3 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆107Updated 4 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆96Updated 2 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and …☆110Updated 7 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆379Updated last year
- ☆48Updated last year
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆37Updated 2 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆178Updated 2 years ago