以軟體為基礎建構語音增強系統使用者介面

Tao Wei Wang, Yu Tsao, Ying Hui Lai, Chia Lung Wu, Hsiang Ping Hsu

研究成果: Conference contribution同行評審

摘要

The topic is to develop a user interface of speech enhancement in this study. This system includes of typical and based-on machine learning algorithm and provides a convenient and user-friendly interface. User can obtain waveform and spectrogram of enhancement speech and play and restore the enhancement speech in this interface. TMHINT database with car noise or baby crying is used to test this noise reduction system. The results show that typical methods are only capable to reduce car noise, but the methods based-on machine learning could reduce both of these two noise.

貢獻的翻譯標題Development of a software-based user-interface of speech enhancement system
原文???core.languages.zh_TW???
主出版物標題Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017
編輯Lun-Wei Ku, Yu Tsao, Chi-Chun Lee, Cheng-Zen Yang, Hung-Yi Lee, Richard T.-H. Tsai, Wen-Hsiang Lu, Shih-Hung Wu
發行者The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)
頁面323-331
頁數9
ISBN(電子)9789869576901
出版狀態Published - 1 11月 2017
事件29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017 - Taipei, Taiwan
持續時間: 27 11月 201728 11月 2017

出版系列

名字Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017

Conference

Conference29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017
國家/地區Taiwan
城市Taipei
期間27/11/1728/11/17

Keywords

  • DDAE
  • Machine learning
  • NMF
  • Speech enhancement
  • User interface

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