Design and implementation of blind source separation for noise reduction

Tsung Han Tsai, Yu He Chiou, Pei Yun Liu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

3 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a system level design for blind source separation to separate mixture automatically. We use a fast time frequency mask technique by combining the binary time-frequency mask and spectral subtraction method. Our primary object is to separate the noise source from the targeted source and reduce the noise influence. Not only the audio quality is concerned but also the reduction on complexity is maintained in our proposed algorithm. We also evaluate the separated signal in terms of SDR and SIR on both design environments. The simulation results show that the proposed algorithm can provide high performance on audio source separation algorithm. We have implemented the overall system both on PCs and an embedded system.

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主出版物標題2016 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781509020737
DOIs
出版狀態已出版 - 25 7月 2016
事件3rd IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016 - Nantou County, Taiwan
持續時間: 27 5月 201630 5月 2016

出版系列

名字2016 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016

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???event.eventtypes.event.conference???3rd IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016
國家/地區Taiwan
城市Nantou County
期間27/05/1630/05/16

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