Classification of Inter-Floor Noise Type/Position Via Convolutional Neural Network-Based Supervised Learning

Classification of Inter-Floor Noise Type/Position Via Convolutional Neural Network-Based Supervised Learning

Inter-floor noise, i.e., noise transmitted from one floor to another floor through walls or ceilings in an apartment building or an office of a multi-layered structure, causes serious social problems in South Korea. Notably, inaccurate identification of the noise type and position by human hearing i...

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Bibliographic Details
Main Authors: Hwiyong Choi, Haesang Yang, Seungjun Lee, Woojae Seong
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
inter-floor noise
supervised learning
single sensor acoustic feature
convolutional neural network
acoustic scene classification
Online Access:https://www.mdpi.com/2076-3417/9/18/3735

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