Presentation 2015-12-11
[Poster Presentation] Estimating Pitch and Onset Time of Electric Bass Using Non-negative Matrix Factorization with Asynchronous Regularization Term
Kiyotaka Yamamoto, Harumi Murata, Akio Ogihara, Yoshito Mekada,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper proposes a new regularization term of non-negative matrix factorization(NMF) for estimating pitch and onset time of electric bass. Both of them are indispensable information for automatic music transcription. However, it is difficult to estimate them from the electric bass performance because of trade-off problem between time resolution and frequency resolution. Applying the NMF simply to the electric bass performance, the correct note and its semitone are sometime detected simultaneously. The proposed regularization term avoiding such miss detection based on the performance characteristic ofthe electric bass, that is, two notes are not generally played simultaneously.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Non-negative matrix factorization / Pitch and onset time estimation / Electric bass
Paper # EA2015-43
Date of Issue 2015-12-04 (EA)

Conference Information
Committee EA
Conference Date 2015/12/11(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Kanazawa Univ., Satellite Plaza
Topics (in Japanese) (See Japanese page)
Topics (in English) General topics
Chair Yoichi Haneda(Univ. of Electro-Comm.)
Vice Chair Yukio Iwaya(Tohoku Gakuin Univ.) / Mitsunori Mizumachi(Kyushu Inst. of Tech.)
Secretary Yukio Iwaya(NTT) / Mitsunori Mizumachi(KDDI R&D Labs.)
Assistant Shoichi Koyama(Univ. of Tokyo)

Paper Information
Registration To Technical Committee on Engineering Acoustics
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) [Poster Presentation] Estimating Pitch and Onset Time of Electric Bass Using Non-negative Matrix Factorization with Asynchronous Regularization Term
Sub Title (in English)
Keyword(1) Non-negative matrix factorization
Keyword(2) Pitch and onset time estimation
Keyword(3) Electric bass
1st Author's Name Kiyotaka Yamamoto
1st Author's Affiliation Chukyo University(Chukyo Univ.)
2nd Author's Name Harumi Murata
2nd Author's Affiliation Chukyo University(Chukyo Univ.)
3rd Author's Name Akio Ogihara
3rd Author's Affiliation Kinki University(Kinki Univ.)
4th Author's Name Yoshito Mekada
4th Author's Affiliation Chukyo University(Chukyo Univ.)
Date 2015-12-11
Paper # EA2015-43
Volume (vol) vol.115
Number (no) EA-359
Page pp.pp.19-22(EA),
#Pages 4
Date of Issue 2015-12-04 (EA)