[PDF] Audio classification and content description - DiVA
However, a detailed study of automatic audio classification is conducted and a speech/music classifier is designed To evaluate the performance of a classifier,
[PDF] Unsupervised feature learning for audio classification using
In this paper, we apply convolutional deep belief net- works to audio data and empirically evaluate them on various audio classification tasks In the case of speech
[PDF] Research Article Optimized Audio Classification and - CORE
A hybrid classification approach is used, bagged support vector machines (SVMs ) with artificial neural networks (ANNs) Audio stream is classified, firstly, into
Audio Classification in Speech and Music: A Comparison Between a
Keywords and phrases: speech/music discrimination, indexing of audio-visual documents, neural networks, multimedia applications 1 INTRODUCTION Effective
[PDF] AUDIO CLASSIFICATION FROM TIME-FREQUENCY TEXTURE
This paper derives a simple audio clas- sification algorithm based on treating sound spectrograms as texture images The algorithm is inspired by an earlier visual
[PDF] An Automatic Audio Classification System for Radio - UPCommons
Various audio classification experiments are presented, in which audio sounds are classified into selected sound classes On the base of the results of these
[PDF] Deep Learning For Natural Sound Classification
Raw audio data is not generally suitable as an input to a detection and classification system Hence, different acoustic features are extracted from the audio The
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