I am doing signal processing, but a lot of previous only show the work done on image processing for CNN. If i want to apply CNN to signal in matlab, what should i do?
I hope the following paper will help you.
https://www.researchgate.net/publication/310360663_Deep_convolutional_neural_networks_for_classification_of_mild_cognitive_impaired_and_Alzheimer%27s_disease_patients_from_scalp_EEG_recordings
Conference Paper Deep convolutional neural networks for classification of mil...
My Lab member already implemented this technique.
You can find a lot in paper below.
http://ieeexplore.ieee.org/abstract/document/7883728/
or you can find full text here
https://www.researchgate.net/publication/315638464_Speech_Emotion_Recognition_from_Spectrograms_with_Deep_Convolutional_Neural_Network
Conference Paper Speech Emotion Recognition from Spectrograms with Deep Convo...
I would recommend you to follow below papers. I hope these articles will help in your research.
1) Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation.
2) Learning the Speech Front-end With Raw Waveform CLDNNs
3) Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks
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