Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Speech Emotion Recognition | 570 | a year ago | 19 | mit | Python | |||||
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别 | ||||||||||
Facial Expression Recognition Svm | 91 | 6 years ago | 3 | gpl-3.0 | Python | |||||
Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset | ||||||||||
Deepsentiment | 67 | 7 years ago | 11 | Python | ||||||
Speech Emotion Recognition using FFT and SVM | ||||||||||
Pulse Classification Svm | 30 | 9 years ago | 1 | Python | ||||||
Classification of emotions based on age and pulse rate using Support Vector Machines | ||||||||||
Speechemorec | 28 | 6 years ago | 2 | Python | ||||||
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching | ||||||||||
Speech_emotion_recognition | 23 | 4 months ago | Jupyter Notebook | |||||||
In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conventionally used Support Vector Machine (SVM) and its performance is compared to that of a bidirectional long short-term memory (LSTM). | ||||||||||
Speech_emotion_detection | 18 | a year ago | 3 | mit | Jupyter Notebook | |||||
Speech_Emotion_detection-SVM,RF,DT,MLP | ||||||||||
Happybot | 11 | 5 years ago | 1 | Python | ||||||
Neural network to determine facial actions | ||||||||||
Emotion Classifiers | 8 | 8 years ago | Python | |||||||
SVM classifiers built for emotion classification | ||||||||||
Textual Emotion Recognition | 7 | 6 years ago | Python | |||||||
[CSED499I] Emotion Recognition from Korean Text - 2017 Spring |