Project Name	Stars	Most Recent Commit	Open Issues	License	Language
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	3 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

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Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

most recent commit a year ago

Facial Expression Recognition Svm ⭐ 91

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

most recent commit 6 years ago

Deepsentiment ⭐ 67

Speech Emotion Recognition using FFT and SVM

most recent commit 7 years ago

Pulse Classification Svm ⭐ 30

Classification of emotions based on age and pulse rate using Support Vector Machines

most recent commit 9 years ago

Speechemorec ⭐ 28

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

most recent commit 6 years ago

Speech_emotion_recognition ⭐ 23

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 conven

most recent commit 3 months ago

Speech_emotion_detection ⭐ 18

Speech_Emotion_detection-SVM,RF,DT,MLP

most recent commit a year ago

Happybot ⭐ 11

Neural network to determine facial actions

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Emotion Classifiers ⭐ 8

SVM classifiers built for emotion classification

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Textual Emotion Recognition ⭐ 7

[CSED499I] Emotion Recognition from Korean Text - 2017 Spring

most recent commit 6 years ago

Suggest An Alternative To facial-expression-recognition-svm

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