TY - GEN
T1 - Music homogeneity analysis through instantaneous frequencies
AU - Endrjukaite, Tatiana
AU - Kiyoki, Yasushi
PY - 2013
Y1 - 2013
N2 - This paper describes a new method of music data retrieval. Proposed method provides a way to determine tune's internal homogeneity, which means detecting which parts of the tune sound typical to whole tune and which do not. Such information can be used for various purposes such as tune thumbnail creation or tune cleaning from untypical parts for further automatic analysis. In our method, we slice music piece into frames and compare these frames with the whole tune by means of Instantaneous Frequency Spectrum, which gives a comprehensive approximation of frames homogeneity. This approximation is then iteratively refined. The final result shows homogeneity of short frames to the whole tune. By setting different thresholds we can get desired level of accuracy. However, proposed automatic threshold shows good results throughout all experiments. Visual presentation of tune homogeneity gives a good description of a piece's internal structure.
AB - This paper describes a new method of music data retrieval. Proposed method provides a way to determine tune's internal homogeneity, which means detecting which parts of the tune sound typical to whole tune and which do not. Such information can be used for various purposes such as tune thumbnail creation or tune cleaning from untypical parts for further automatic analysis. In our method, we slice music piece into frames and compare these frames with the whole tune by means of Instantaneous Frequency Spectrum, which gives a comprehensive approximation of frames homogeneity. This approximation is then iteratively refined. The final result shows homogeneity of short frames to the whole tune. By setting different thresholds we can get desired level of accuracy. However, proposed automatic threshold shows good results throughout all experiments. Visual presentation of tune homogeneity gives a good description of a piece's internal structure.
KW - Music homogeneity
KW - empirical mode decomposition (EMD)
KW - instantaneous frequency spectrum (IFS)
UR - http://www.scopus.com/inward/record.url?scp=84897639401&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84897639401&partnerID=8YFLogxK
U2 - 10.1145/2536853.2536894
DO - 10.1145/2536853.2536894
M3 - Conference contribution
AN - SCOPUS:84897639401
SN - 9781450321068
T3 - ACM International Conference Proceeding Series
SP - 405
EP - 411
BT - Proceedings - 11th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2013
T2 - 11th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2013
Y2 - 2 December 2013 through 4 December 2013
ER -