Title :
Synchronization and comparison of Lifelog audio recordings
Author :
Nielsen, Andreas Brinch ; Hansen, Lars Kai
Author_Institution :
Tech. Univ. of Denmark, Lyngby
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;
Conference_Titel :
Machine Learning for Signal Processing, 2008. MLSP 2008. IEEE Workshop on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-2375-0
Electronic_ISBN :
1551-2541
DOI :
10.1109/MLSP.2008.4685526