An approach towards the modeling of Pattern Similarity in Music using Statistical Measures

被引:0
|
作者
Chakrabarty, Sudipta [1 ]
Islam, Md Ruhul [2 ]
Debsharma, Hiren Kumar [3 ]
机构
[1] Techno India, Dept Master Comp Applicat, Kolkata, W Bengal, India
[2] Sikkim Manipal Inst Technol, Dept Comp Sci & Engn, Rangpo, East Sikkim, India
[3] Sikkim Manipal Inst Technol, Dept Informat Technol, Rangpo, East Sikkim, India
关键词
Computational Musicology; Correlation of Coefficient; Pattern Recognition; Note Structures; Wavesurfer;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The paper proposes an approach that finds the similarity between two songs. This song pattern similarity can is established by knowing the note structures and their fundamental frequencies of each note of the two songs and then compute the Pearson's Correlation of Coefficient. If the value of Correlation of Coefficient is very near to 1, that indicates the two songs are very much similar, otherwise it indicates a certain percentage of similarity. To establish the work, consider some songs as the test data and find out the song pattern similarities among them. The main aim of this paper is that it can be used as the song pattern similarity matching of music in the field of pattern recognition. The primary aspect of this work is to find the efficiency of some statistical approaches like Pearson's Correlation Coefficient is used for the matching patterns of two different song structures of combination of frequencies of different note structures in the field of Computational Musicology.
引用
收藏
页码:436 / 441
页数:6
相关论文
共 50 条
  • [41] Similarity of Sentences With Contradiction Using Semantic Similarity Measures
    Prasad, M. Krishna Siva
    Sharma, Poonam
    COMPUTER JOURNAL, 2022, 65 (03): : 701 - 717
  • [42] Music boundary detection using similarity in a music selection
    Itoh, Yoshiaki
    Iwabuchi, Akira
    Kojima, Kazunori
    Ishigame, Masayuki
    Tanaka, Kazuyo
    Lee, Shi-Wook
    2007 IEEE NINTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2007, : 389 - +
  • [43] Comparison of Time Series Similarity Measures for Plagiarism Detection in Music
    Suneja, Kriti
    Bansal, Malti
    2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,
  • [44] A new approach for matching road lines using efficiency rates of similarity measures
    Hacar, Muslum
    Gokgoz, Turkay
    INTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES, 2021, 6 (03): : 146 - 156
  • [45] Towards Improving a Similarity Search Approach
    Shi, Yong
    PROCEEDINGS OF THE 48TH ANNUAL SOUTHEAST REGIONAL CONFERENCE (ACM SE 10), 2010, : 260 - 262
  • [46] Similarity in computational music: a musicologist's approach
    Barthelemy, J
    Bonardi, A
    FIRST INTERNATIONAL CONFERENCE ON WEB DELIVERING OF MUSIC, PROCEEDINGS, 2001, : 107 - 113
  • [47] A Novel Approach for Fuzzy Measures Acquisition Using Similarity-based Reasoning
    Wagholikar, Amol
    Deer, Peter
    JOURNAL OF INTELLIGENT SYSTEMS, 2008, 17 (1-3) : 19 - 35
  • [48] ANALYSIS OF SPEAKER SIMILARITY IN THE STATISTICAL SPEECH SYNTHESIS SYSTEMS USING A HYBRID APPROACH
    Guner, Ekrem
    Mohammadi, Amir
    Demiroglu, Cenk
    2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 2055 - 2059
  • [49] On the effective similarity measures for the similarity-based pattern retrieval in multidimensional sequence databases
    Lee, SL
    Lee, JH
    Chun, SJ
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 2, PROCEEDINGS, 2005, 3614 : 762 - 767
  • [50] Statistical Analysis of Similarity Measures for Solving Cell Formation Problems
    Zhu, Yingyu
    Li, Simon
    MANUFACTURING SYSTEMS 4.0, 2017, 63 : 248 - 253