Abstract
This paper presents a live version music identification system by modifying the conventional cover song identification system. The proposed system includes two stages: a live version identification phase and an audio scenedetection phase. We improve the accuracy of the system by weighting similarity scores in the live version identification phase and discriminating scenes by using RMS, pulse clarity and similarity scores. Results show that the proposed method performs better than the previous method. The final algorithm achieves 70% accuracy on average.
| Original language | English |
|---|---|
| Title of host publication | MultiMedia Modeling - 21st International Conference, MMM 2015, Proceedings |
| Editors | Xiangjian He, Dacheng Tao, Muhammad Abul Hasan, Changsheng Xu, Jie Yang, Suhuai Luo |
| Publisher | Springer Verlag |
| Pages | 408-417 |
| Number of pages | 10 |
| ISBN (Electronic) | 9783319144443 |
| Publication status | Published - 2015 Jan 1 |
| Event | 21st International Conference on MultiMedia Modeling, MMM 2015 - Sydney, Australia Duration: 2015 Jan 5 → 2015 Jan 7 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 8935 |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Other
| Other | 21st International Conference on MultiMedia Modeling, MMM 2015 |
|---|---|
| Country | Australia |
| City | Sydney |
| Period | 15/1/5 → 15/1/7 |
Keywords
- Audio scene detection
- Live version
- Music identification
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science(all)
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Cite this
Ishikura, K., Uemura, A., & Katto, J. (2015). Live version identification with audio scene detection. In X. He, D. Tao, M. A. Hasan, C. Xu, J. Yang, & S. Luo (Eds.), MultiMedia Modeling - 21st International Conference, MMM 2015, Proceedings (pp. 408-417). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8935). Springer Verlag.