neural networks for audio classification</h6>

[PDF] Unsupervised feature learning for audio classification using

audio data show very good performance for multiple audio classification tasks We hope that networks, convolutional deep belief networks can be trained in a greedy, bottom-up fashion By Neural Computation, 18(7):1527–1554, 2006

[PDF] Audio classification using attention-augmented convolutional neural

Convolutional neural networks Attention mechanism A B S T R A C T Audio classification, as a set of important and challenging tasks, groups speech signals

[PDF] MULTICHANNEL AUDIO CLASSIFICATION WITH NEURAL

The task is to suggest a multichannel pro- cessing to classify the audio signals to one of 9 pre-defined classes The proposed approach combines a deep neural network with scattering transform Each audio segment is first represented by two layers of scattering transform

[PDF] Research Article Optimized Audio Classification and - CORE

sound A hybrid classification approach is used, bagged support vector machines (SVMs) with artificial neural networks (ANNs) Audio stream is classified, firstly,

[PDF] Applying Neural Network on Content-Based Audio Classification

Applying Neural Network on the Content-Based Audio Classification Xi Shao#* method to classify audio signal into speech, music and others for the purpose

Sound Classification Using Convolutional Neural Network and

23 jan 2019 · to develop the sound classification and recognition systems INDEX TERMS Deep learning, convolutional neural network, tensor deep stacking