End-to-End Train Horn Detection for Railway Transit Safety

End-to-End Train Horn Detection for Railway Transit Safety

The train horn sound is an active audible warning signal used for warning commuters and railway employees of the oncoming train(s), assuring a smooth operation and traffic safety, especially at barrier-free crossings. This work studies deep learning-based approaches to develop a system providing the...

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Bibliographic Details
Main Authors: Van-Thuan Tran, Wei-Ho Tsai, Yury Furletov, Mikhail Gorodnichev
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
audio classification
convolutional neural networks
end-to-end models
raw waveforms
railway audible warning signal
railway transit safety
Online Access:https://www.mdpi.com/1424-8220/22/12/4453

Internet

https://www.mdpi.com/1424-8220/22/12/4453

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