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Explaining Spectrograms in Machine Learning: A Study on Neural Networks for Speech Classification [PDF]

open access: yesarXiv
This study investigates discriminative patterns learned by neural networks for accurate speech classification, with a specific focus on vowel classification tasks. By examining the activations and features of neural networks for vowel classification, we gain insights into what the networks "see" in spectrograms.
arxiv  

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