DocumentCode
730076
Title
Novel audio features for capturing tempo salience in music recordings
Author
Thoshkahna, Balaji ; Muller, Meinard ; Kulkarni, Venkatesh ; Jiang, Nanzhu
Author_Institution
Fraunhofer Inst. for Integrated Circuits IIS, Erlangen, Germany
fYear
2015
fDate
19-24 April 2015
Firstpage
181
Lastpage
185
Abstract
In music compositions, certain parts may be played in an improvisational style with a rather vague notion of tempo, while other parts are characterized by having a clearly perceivable tempo. Based on this observation, we introduce in this paper some novel audio features for capturing tempo-related information. Rather than measuring the specific tempo of a local section of a given recording, our objective is to capture the existence or absence of a notion of tempo, a kind of tempo salience. By a quantitative analysis within an Indian music scenario, we demonstrate that our audio features capture the aspect of tempo salience well, while being independent of continuous fluctuations and local changes in tempo.
Keywords
acoustic signal processing; musical acoustics; Indian music scenario; capturing tempo salience; music recordings; novel audio features; tempo salience; tempro-related information; Data mining; Frequency modulation; Indexes; Multiple signal classification; Music information retrieval; Rhythm; Analysis; Audio; Classification; Music; Salience; Segmentation; Tempo;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location
South Brisbane, QLD
Type
conf
DOI
10.1109/ICASSP.2015.7177956
Filename
7177956
Link To Document