SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation

Speech, Music and Noise classification/segmentation is an important preprocessing step for audio processing/indexing. To this end, we propose a novel 1D Convolutional Neural Network (CNN) - SwishNet. It is a fast and lightweight architecture that operates on MFCC features which is suitable to be add...

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Bibliographische Detailangaben

Hauptverfasser:	Hussain, Md. Shamim, Haque, Mohammad Ariful
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Sound Statistics - Machine Learning
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