How can I read .ogg audio datasets for training and applying LSTM in Matlab for classification (you can use sample datasets of .ogg audio files)?

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Pooyan Mobtahej 2020-10-5

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https://ww2.mathworks.cn/matlabcentral/answers/605362-how-can-i-read-ogg-audio-datasets-for-training-and-applying-lstm-in-matlab-for-classification-you

评论： Pooyan Mobtahej 2020-10-5

I need Matlab code that is doing the following steps for deep learning and applying LSTM for classification for.ogg audio files so. Use some audio files with .ogg format as sample data and give me the code.

Our dataset has 2 classes, 'normal' and 'anomaly'. We know what signals are normal and what signals are anomaly, so the class of each signal is known and you don't need to do labeling. You can separate our data into three parts. For example, 80% of all normal and anomaly signals for training (2 classes), 10% for validation, and 10% for testing.