Speech_emotion_recognition Alternatives

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).
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Alternatives To praweshd/speech_emotion_recognition
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
apachecn/ailearning 37,352 0 2 over 2 years ago 8 March 20, 2022 1 other Python
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
abdulfatir/twitter-sentiment-analysis 1,322 0 0 about 3 years ago 0 20 mit Python
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Renovamen/Speech-Emotion-Recognition 570 0 0 about 3 years ago 0 19 mit Python
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
BUPTLdy/Sentiment-Analysis 296 0 0 almost 8 years ago 0 13 Python
Chinese Shopping Reviews sentiment analysis
qijiezhao/Video-Classification-Action-Recognition 135 0 0 almost 9 years ago 0 1 Python
some famous works and new content to be added
dengxiuqi/WeiboSentiment 104 0 0 almost 5 years ago 0 2 Jupyter Notebook
基于各种机器学习和深度学习的中文微博情感分析
liuhuanyong/SentenceSentimentClassifier 92 0 0 about 8 years ago 0 0 Python
Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比,包括决策树,贝叶斯,KNN, SVM ,MLP, CNN, LSTM实现
AFei19911012/MatlabSamples 58 0 0 almost 3 years ago 0 0 mit
:monocle_face: Matlab Samples :alien: keep updating
catqaq/OpenTextClassification 41 0 0 about 3 years ago 0 1 Python
OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目,支持中英双语、多种模型、多种任务。
titu1994/LSTM-FCN-Ablation 33 0 0 about 7 years ago 0 0 Python
Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"
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