Journal of Communications, Vol 5, No 5 (2010), 409-424, May 2010
doi:10.4304/jcm.5.5.409-424
A Framework for Robust Audio Fingerprinting
Abstract
We present a framework for audio fingerprinting, rather general in its essence, but especially tuned for being used in the context of broadcast monitoring. We efficiently implemented a robust fingerprinting algorithm and a suitable retrieval method. Ample sections are devoted to strategies for improving both the reliability and the speed of the overall system. The outcomes of plentiful experiments on a database of 100,000 songs are analyzed, and two common kinds of distortion (pitching and thermal noise) are investigated. To better drive design decisions, we also provide in-depth discussion on the scalability of the indexing algorithm.
Keywords
Broadcast monitoring; audio fingerprinting; music indexing and retrieval.
References
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