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Currently traffic noise has become an important factor that affects human health, and thus, an application able to classify vehicles on the basis of the sound they produce becomes important in the effort of fulfilling recommendations that aim at reducing traffic noise and improving intelligent transportation systems. This paper focuses on the problem of selecting those sound-describing features that...
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