Melodic Similarity through Shape Similarity

被引：0
作者：
Urbano, Julian [1 ]
Llorens, Juan [1 ]
Morato, Jorge [1 ]
Sanchez-Cuadrado, Sonia [1 ]
机构：
[1] Univ Carlos III Madrid, Dept Comp Sci, Madrid 28911, Spain
来源：
EXPLORING MUSIC CONTENTS | 2011年 / 6684卷
关键词：
Music information retrieval; melodic similarity; interpolation; MUSIC INFORMATION-RETRIEVAL; ALGORITHMS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We present a new geometric model to compute the melodic similarity of symbolic musical pieces. Melodies are represented as splines in the pitch-time plane, and their similarity is computed as the similarity of their shape. The model is very intuitive and it is transposition and time scale invariant. We have implemented it with a local alignment algorithm over sequences of n-grams that define spline spans. An evaluation with the MIREX 2005 collections shows that the model performs very well, obtaining the best effectiveness scores ever reported for these collections. Three systems based on this new model were evaluated in MIREX 2010, and the three systems obtained the best results.
引用
收藏
页码：338 / 355
页数：18
相关论文
共 50 条
[31]   ON SIMILARITY OF POLYNOMIAL CONFIGURATIONS [J].
RAO, NSV ;
LUO, C .
INFORMATION PROCESSING LETTERS, 1993, 47 (05) :231-236
[32]   Fusing similarity functions for cover song identification [J].
Chen, Ning ;
Li, Wei ;
Xiao, Haidong .
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (02) :2629-2652
[33]   The Edit Distance as a Measure of Perceived Rhythmic Similarity [J].
Post, Olaf ;
Toussaint, Godfried .
EMPIRICAL MUSICOLOGY REVIEW, 2011, 6 (03) :164-179
[34]   Similarity in computational music: a musicologist's approach [J].
Barthelemy, J ;
Bonardi, A .
FIRST INTERNATIONAL CONFERENCE ON WEB DELIVERING OF MUSIC, PROCEEDINGS, 2001, :107-113
[35]   Comparing Approaches to the Similarity of Musical Chord Sequences [J].
de Haas, W. B. ;
Robine, Matthias ;
Hanna, Pierre ;
Veltkamp, Remco C. ;
Wiering, Frans .
EXPLORING MUSIC CONTENTS, 2011, 6684 :242-+
[36]   Fast Similarity Matrix Profile for Music Analysis and Exploration [J].
Silva, Diego F. ;
Yeh, Chin-Chia M. ;
Zhu, Yan ;
Batista, Gustavo E. A. P. A. ;
Keogh, Eamonn .
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 21 (01) :29-38
[37]   Sequential Rhythmic Information Retrieval for Audio Similarity Matching [J].
Tan, Hui Li ;
Zhu, Yongwei ;
Chaisorn, Lekha ;
Huang, Haibin .
TENCON 2009 - 2009 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2009, :48-52
[38]   A geometrical distance measure for determining the similarity of musical harmony [J].
de Haas, W. Bas ;
Wiering, Frans ;
Veltkamp, Remco C. .
INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, 2013, 2 (03) :189-202
[39]   Comparing content and context based similarity for musical data [J].
Karydis, Ioannis ;
Kermanidis, Katia Lida ;
Sioutas, Spyros ;
Iliadis, Lazaros .
NEUROCOMPUTING, 2013, 107 :69-76
[40]   An adaptive distance measure for similarity based playlist generation [J].
Gaertner, D. ;
Kraft, F. ;
Schaaf, T. .
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, :229-+
12345