Improved Convolutional Neural Networks for Acoustic Event Classification

Guichen Tang; Ruiyu Liang; Yue Xie; Yongqiang Bao; Shijia Wang

doi:10.1007/s11042-018-6991-4

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Improved Convolutional Neural Networks for Acoustic Event Classification

Guichen Tang Ruiyu Liang Yue Xie Yongqiang Bao Shijia Wang

Year: 2018 Journal: Multimedia Tools and Applications Vol: 78 (12)Pages: 15801-15816 Publisher: Springer Science+Business Media

DOI: 10.1007/s11042-018-6991-4

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Keywords:

Convolutional neural network Spectrogram Computer science Benchmark (surveying) Pattern recognition (psychology) Feature (linguistics) Event (particle physics) Artificial intelligence Deep learning Fast Fourier transform Speech recognition Algorithm

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Topics

Music and Audio Processing

Physical Sciences → Computer Science → Signal Processing

Speech and Audio Processing

Physical Sciences → Computer Science → Signal Processing

Diverse Musicological Studies

Social Sciences → Arts and Humanities → Music

Improved Convolutional Neural Networks for Acoustic Event Classification

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