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くし型フィルタと Multi-class SVMによる混合音からの演奏楽器推定
http://hdl.handle.net/10458/5897
http://hdl.handle.net/10458/5897fe976c64-f35c-42fd-97a3-20ffa7503529
名前 / ファイル | ライセンス | アクション |
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本文 (725.0 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2020-06-21 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | くし型フィルタと Multi-class SVMによる混合音からの演奏楽器推定 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Musical Instrument Identification in Polyphonic Music using Comb Filters and Multi-class SVM | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | comb filter, multi-class SVM, MFCC, musical instrument identification | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
著者 |
山森, 一人
× 山森, 一人× 青島, 大河× 相川, 勝× Aoshima, Taiga |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Automatic transcribing is one of the attractive application for computer, and many software have been developed. However, most of these software can not address polyphonic sound. The process of transcription for polyphonic sound is divided into two processes; sound source separation and musical instrument identification. In this paper, we propose a method to combine comb filters for sound source separation and multi-class SVM for musical instrument identification. Experimental results showed that our method could identify musical instrument with 57.6% accuracy. | |||||
言語 | en | |||||
書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 45, p. 211-215, 発行日 2016-07-29 |
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出版者 | ||||||
言語 | ja | |||||
出版者 | 宮崎大学工学部 | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Faculty of Engineering, University of Miyazaki | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 05404924 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA00732558 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |