DocumentCode
3529450
Title
Synchronization and comparison of Lifelog audio recordings
Author
Nielsen, Andreas Brinch ; Hansen, Lars Kai
Author_Institution
Tech. Univ. of Denmark, Lyngby
fYear
2008
fDate
16-19 Oct. 2008
Firstpage
474
Lastpage
479
Abstract
We investigate concurrent dasiaLifelogpsila audio recordings to locate segments from the same environment. We compare two techniques earlier proposed for pattern recognition in extended audio recordings, namely cross-correlation and a fingerprinting technique. If successful, such alignment can be used as a preprocessing step to select and synchronize recordings before further processing. The two methods perform similarly in classification, but fingerprinting scales better with the number of recordings, while cross-correlation can offer sample resolution synchronization. We propose and investigate the benefits of combining the two. In particular we show that the combination allows sample resolution synchronization and scalability.
Keywords
audio recording; fingerprint identification; synchronisation; cross-correlation; fingerprinting technique; lifelog audio recordings; pattern recognition; sample resolution synchronization; scalability; synchronize recordings; Array signal processing; Audio recording; Blind source separation; Digital recording; Fingerprint recognition; Microphone arrays; Pattern analysis; Pattern recognition; Scalability; Video recording;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning for Signal Processing, 2008. MLSP 2008. IEEE Workshop on
Conference_Location
Cancun
ISSN
1551-2541
Print_ISBN
978-1-4244-2375-0
Electronic_ISBN
1551-2541
Type
conf
DOI
10.1109/MLSP.2008.4685526
Filename
4685526
Link To Document