Audio-based early warning system of sound events on the road for improving the safety of hearing-impaired people

Chia Yi Chen, Pei Yi Kuo, Yunh Hsin Chiang, Jia Yun Liang, Kai Wen Liang, Pao Chi Chang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

5 引文 斯高帕斯(Scopus)

摘要

This paper presents an audio-based early warning system which helps to protect the safety of people with hearing impairment. The work is implemented on Android platform with a human-machine interface APP rendering. The prediction model will identify the result and send it to the device interface in order to alert the user. The experimental results showed that the accuracy of the system is 66.4% for eight class classification, including vehicle approaching events and some environmental sound on the road.

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主出版物標題2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面933-936
頁數4
ISBN(電子)9781728135755
DOIs
出版狀態已出版 - 10月 2019
事件8th IEEE Global Conference on Consumer Electronics, GCCE 2019 - Osaka, Japan
持續時間: 15 10月 201918 10月 2019

出版系列

名字2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

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???event.eventtypes.event.conference???8th IEEE Global Conference on Consumer Electronics, GCCE 2019
國家/地區Japan
城市Osaka
期間15/10/1918/10/19

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