DocumentCode :
2793289
Title :
Cyclic tempogram—A mid-level tempo representation for musicsignals
Author :
Grosche, Peter ; Müller, Meinard ; Kurth, Frank
Author_Institution :
MPI Inf., Saarland Univ., Saarbrücken, Germany
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
5522
Lastpage :
5525
Abstract :
The extraction of local tempo and beat information from audio recordings constitutes a challenging task, particularly for music that reveals significant tempo variations. Furthermore, the existence of various pulse levels such as measure, tactus, and tatum often makes the determination of absolute tempo problematic. In this paper, we present a robust mid-level representation that encodes local tempo information. Similar to the well-known concept of cyclic chroma features, where pitches differing by octaves are identified, we introduce the concept of cyclic tempograms, where tempi differing by a power of two are identified. Furthermore, we describe how to derive cyclic tempograms from music signals using two different methods for periodicity analysis and finally sketch some applications to tempo-based audio segmentation.
Keywords :
audio signal processing; music; absolute tempo determination; audio recordings; beat information extraction; cyclic chroma features; cyclic tempogram; local tempo information extraction; music signal midlevel tempo representation; musical measure; musical tactus; musical tatum; musical tempo variations; periodicity analysis; tempo based audio segmentation; Audio recording; Data mining; Multiple signal classification; Music information retrieval; Power harmonic filters; Pulse measurements; Rhythm; Robustness; Signal analysis; Signal processing; audio segmentation; chroma; music signals; tempo; tempogram;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495219
Filename :
5495219
Link To Document :
بازگشت