DocumentCode
3569886
Title
A fast search algorithm for background music signals based on the search for numerous small signal components
Author
Nagano, Hidehisa ; Kashino, Kunio ; Murase, Hiroshi
Author_Institution
NTT Commun. Sci. Labs., NTT Corp., Kanagawa, Japan
Volume
1
fYear
2003
Abstract
This paper proposes a method for detecting and locating a known music signal in a long audio stream. Unlike existing methods, ours assumes that the music is used as background music (BGM) and overlapped by another sound such as speech and that the interfering sound is typically louder than the target music. The proposed method is based on time-series active search, which is a quick signal search method reported earlier. To realize the BGM search, however, a novel extension is introduced. That is, the music signal is firstly decomposed into a number of small time-frequency regions, and the search is carried out for each of those components. The results of the search are then integrated based on a voting scheme to find the target music locations. Experiments show that accurate search is possible when SNR is -5 dB and that the search completes in about 8 s for a 30-m stored signal.
Keywords
audio databases; information retrieval; music; BGM search; background music signals; fast search algorithm; long audio stream; signal components search; signal search method; target music locations; time-frequency regions; time-series active search; Laboratories; Multimedia communication; Multiple signal classification; Music information retrieval; Search methods; Speech; Streaming media; TV; Time frequency analysis; Voting;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN
0-7803-7965-9
Type
conf
DOI
10.1109/ICME.2003.1220880
Filename
1220880
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