Title
OBTAIN: Real-Time Beat Tracking in Audio Signals
Abstract
In this paper, we design a system in order to perform the real-time beat tracking for an audio signal. We use Onset Strength Signal (OSS) to detect the onsets and estimate the tempos. Then, we form Cumulative Beat Strength Signal (CBSS) by taking advantage of OSS and estimated tempos. Next, we perform peak detection by extracting the periodic sequence of beats among all CBSS peaks. In simulations, we can see that our proposed algorithm, Online Beat TrAckINg (OBTAIN), outperforms state-of-art results in terms of prediction accuracy while maintaining comparable and practical computational complexity. The real-time performance is tractable visually as illustrated in the simulations.
Year
DOI
Venue
2017
10.18178/ijsps.5.4.123-129
signal processing systems
DocType
Volume
Issue
Journal
5
4
Citations 
PageRank 
References 
0
0.34
4
Authors
5
Name
Order
Citations
PageRank
Ali Mottaghi100.34
Kayhan Behdin201.01
Ashkan Esmaeili300.34
Mohammadreza Heydari400.34
Farokh Marvasti557372.71