Road traffic sound level estimation from realistic urban sound mixtures by Non-negative Matrix Factorization

Several variants of NMF are tested. The proposed approach, named threshold initialized NMF, appears to be the most reliable approach, allowing road traffic noise level estimation with average errors of less than 1.3 dB over the tested corpus of sound scenes.