Open access Jurnal SINTA 1
Music fingerprinting based on bhattacharya distance for song and cover song recognition
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 9 No. 2 (2019)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2019-04-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
People often have trouble recognizing a song especially, if the song is sung by a not original artist which is called cover song. Hence, an identification system might be used to help recognize a song or to detect copyright violation. In this study, we try to recognize a song and a cover song by using the fingerprint of the song represented by features extracted from MPEG-7. The fingerprint of the song is represented by Audio Signature Type. Moreover, the fingerprint of the cover song is represented by Audio Spectrum Flatness and Audio Spectrum Projection. Furthermore, we propose a sliding algorithm and k-Nearest Neighbor (k-NN) with Bhattacharyya distance for song recognition and cover song recognition. The results of this experiment show that the proposed fingerprint technique has an accuracy of 100% for song recognition and an accuracy of 85.3% for cover song recognition.
Collaboration network of the authors
32 authors · 68 co-authorship links · 24 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Institut Teknologi Sepuluh Nopember
- Telkom University
- Universitas Dian Nuswantoro
- Politeknik Negeri Malang
- University of Brawijaya
- Universiti Malaysia Terengganu
- Mercu Buana University
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Kelly Rossa Sungkono | Institut Teknologi Sepuluh Nopember | 4 |
| Chastine Fatichah | Institut Teknologi Sepuluh Nopember | 2 |
| Imam Ghozali | Institut Teknologi Sepuluh Nopember | 2 |
| Rachmad Abdullah | Institut Teknologi Sepuluh Nopember | 2 |
| Tohari Ahmad | Institut Teknologi Sepuluh Nopember | 1 |
| Solichul Huda | Universitas Dian Nuswantoro | 1 |
| Faisal Rahutomo | Politeknik Negeri Malang | 1 |
| Bilqis Amaliah | Institut Teknologi Sepuluh Nopember | 1 |
| Margo Pudjiantara | Institut Teknologi Sepuluh Nopember | 1 |
| Bayu Priyambadha | University of Brawijaya | 1 |
| Nurul Fajrin Ariyani | Institut Teknologi Sepuluh Nopember | 1 |
| Sarwosri Sarwosri | Institut Teknologi Sepuluh Nopember | 1 |
| Alief Yoga Priyanto | Institut Teknologi Sepuluh Nopember | 1 |
| I Gusti Agung Chintya Prema Dewi | Institut Teknologi Sepuluh Nopember | 1 |
| Muhammad Suzuri Hitam | Universiti Malaysia Terengganu | 1 |
| Fika Hastarita Rachman | Institut Teknologi Sepuluh Nopember | 1 |
| Siti Rochimah | Institut Teknologi Sepuluh Nopember | 1 |
| Bambang Jokonowo | Mercu Buana University | 1 |
| Jan Claes | Ghent University | 1 |
| Agus Zainal Arifin | Institut Teknologi Sepuluh Nopember | 1 |
| Anto Satriyo Nugroho | Badan Pengkajian dan Penerapan Teknologi | 1 |
| Umi Salamah | Sebelas Maret University | 1 |
| Ismail Eko Prayitno Rozi | Affiliation unknown | 1 |
| Puji Budi Setia Asih | Eijkman Institute for Molecular Biology | 1 |
| Agus Tri Haryono | Institut Teknologi Sepuluh Nopember | 1 |
| Salsabila Salsabila | Institut Teknologi Sepuluh Nopember | 1 |
| Ahmad Saikhu | Institut Teknologi Sepuluh Nopember | 1 |
| Hermawan Bin Fauzan | Institut Teknologi Sepuluh Nopember | 1 |
| Suhariyanto Suhariyanto | Institut Teknologi Sepuluh Nopember | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.