Noise in europe, European Enviroment Agency, vol.10, 2014. ,
Common noise as705 sessment methods in europe (cnossos-eu), Common noise assessment methods in Europe, p.180, 2012. ,
What precision in the digital terrain model is required for noise mapping?, Applied Acoustics, vol.72, issue.8, pp.522-526, 2011. ,
Noise mapping-state of the art-is it just as simple as it looks?, Proceedings of EuroNoise, 2015. ,
, , p.715
, Study on the relation between urban planning and noise level, vol.111, pp.143-147, 2016.
Characterization of environmental noise based on noise measurements, noise mapping and interviews: A case study at a university 720 campus in brazil, Cities, vol.31, pp.317-327, 2013. ,
Exploring the use of mobile sensors for noise and black carbon measurements in an urban environment, Acoustics, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00850768
Sadmam-combining measurements and calculations to map noise in madrid, INTER-NOISE and NOISE-CON Congress and Conference Proceedings, pp.1998-2005, 2004. ,
Measurement network for urban noise assessment: Comparison of mobile measurements and spatial interpolation approaches, Applied Acoustics, vol.83, pp.32-39, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01774834
Noise mapping based on 735 participative measurements with a smartphone, Acoustics '17 Boston, vol.141, p.3808, 2017. ,
Evaluation and cali740 bration of mobile phones for noise monitoring application, The Journal of the Acoustical Society of America, vol.142, issue.5, pp.3084-3093, 2017. ,
An innovative approach for long-term environmental noise measurement: Rumeur network, INTER-NOISE and NOISE-CON Congress and Conference Proceedings, vol.745, pp.7119-7130, 2012. ,
Environmental noise monitoring using source classification in sensors, pp.258-267, 2018. ,
DYNAMAPdevelopment of low cost sensors networks for real time noise mapping, Noise Mapping, vol.3, issue.1, pp.172-189, 2016. ,
Characterization of urban 755 sound environments using a comprehensive approach combining open data, measurements, and modeling, The Journal ,
, Acoustical Society of America, vol.141, issue.5, pp.3808-3808, 2017.
Traffic flow estimation using acoustic signal, Engineering Applications of Artificial, Intelligence, vol.760, pp.164-171, 2017. ,
Noise map validation by continuous noise monitoring, Applied Acoustics, vol.72, issue.8, pp.582-589, 2011. ,
Dy765 namic noise mapping: A map-based interpolation between noise measurements with high temporal resolution, Applied Acoustics Complete, issue.101, pp.127-140, 2016. ,
Estimation of urban bys, Archives of Acoustics, vol.37, issue.4, pp.423-434, 2012. ,
, An Environmental Sound Source Classification System Based on Mel-Frequency Cepstral Coefficients and Gaussian Mixture Models, IFAC Proceedings, vol.45, pp.1802-1807, 2012.
Sound event detection in urban soundscape using two-level classification, Distributed Computing, VLSI, Electrical Circuits and Robotics, pp.259-263, 2016. ,
Sound event 785 detection in real life recordings using coupled matrix factorization of spectral representations and class activity annotations, Acoustics, Speech and Signal Processing, p.2015 ,
, IEEE International Conference on, pp.151-155, 2015.
Automatic Recog790 nition of Urban Sound Sources, AES 120th ConventionAudio Engineering Society, p.9, 2006. ,
Recurrent neural networks for polyphonic sound event detection in real life 795 recordings, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.6440-6444, 2016. ,
Environmental sound recognition using mp-based features, Acoustics, Speech and 800 Signal Processing, pp.1-4, 2008. ,
Comparison of techniques for environmental sound recognition, Pattern Recognition Letters, vol.24, issue.15, pp.2895-2907, 2003. ,
Alsina-Pagès, An Anomalous Noise Events Detector for Dynamic Road Traffic Noise Mapping in Real-Life Urban and Suburban Environments, Sensors, vol.17, issue.10, p.2323, 2017. ,
Learning the parts of objects by non810 negative matrix factorization, Nature, vol.401, issue.6755, pp.788-791, 1999. ,
Non-negative matrix factorization for polyphonic music transcription, Applications of Signal Processing to Audio and Acoustics, vol.815, pp.177-180, 2003. ,
Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection, Proceedings. 2006 IEEE Inter820 national Conference on, vol.5, 2006. ,
Speech denoising using nonnegative matrix factorization with priors, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.4029-4032, 2008. ,
A non-negative approach to semisupervised separation of speech from noise with the use of temporal dynamics, Acoustics, Speech and Signal Processing (ICASSP), pp.17-20, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01084337
NMF-based environmental sound source separation using time-variant gain features, Computers & Mathematics with Applications, vol.64, issue.5, pp.1333-1342, 2012. ,
Estimation of road traffic sound levels in urban areas based on non-negative 835 matrix factorization techniques, 2018. ,
Positive matrix factorization: A nonnegative factor model with optimal utilization of error estimates of data values, Environmetrics, vol.5, issue.2, pp.111-126, 1994. ,
Algorithms for nonnegative matrix fac840 torization with the ?-divergence, Neural Computation, vol.23, issue.9, pp.2421-2456, 2011. ,
Beta-Divergence as a Subclass of Bregman Divergence, IEEE Signal Processing Letters, vol.18, issue.2, pp.83-86, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00945202
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization, Advances in Neural Networks-ISNN 2007, pp.793-802, 2007. ,
Projected Gradient Methods for Nonnegative Matrix Factorization, Neural Computation, vol.19, issue.10, pp.2756-2779, 2007. ,
Algorithms for Non-negative Matrix Factorization, in: In NIPS, pp.556-562, 2000. ,
Semi-Supervised Nonnegative Matrix 855 ,
, IEEE Signal Processing Letters, vol.17, issue.1, pp.4-7, 2010.
Supervised and semisupervised suppression of background music in monaural speech recordings, Acoustics, Speech and Signal Processing, vol.860, pp.61-64, 2012. ,
Music Signal Separation Based on Supervised Nonnegative Matrix Factorization with Orthogonality and Maximum-Divergence Penalties, IEICE Transactions on Funda, issue.865, pp.322-329, 2012. ,
Threshold selection for wavelet shrinkage of noisy data, Engineering in Medicine and Biology Society. Engineering Advances: New Opportunities for ,
, Biomedical Engineers, Proceedings of the 16th Annual Interna875 tional Conference of the IEEE, vol.1, pp.24-25, 1994.
Modeling soundscape pleasantness using perceptual assessments and acoustic measurements along paths in urban context, Acta Acustica united 880 with Acustica, vol.103, issue.3, pp.430-443, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01687554
Describing and classifying urban sound environments with a relevant set of physical indicators, The Journal of the Acoustical Society of America, vol.137, issue.1, pp.208-218, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01207048
SimScene: a web-based acoustic scenes simulator, 1st Web Audio Conference (WAC), 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01078098
A New Experimental Approach for Urban Soundscape Characterization Based on 890 Sound Manipulation : A Pilot Study, International Symposium on Musical Acoustics, pp.593-599, 2014. ,
Detection of overlapping acoustic events using a temporally-constrained probabilistic model, Acoustics, Speech and Signal Processing, vol.895, pp.6450-6454, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01255074
, Proceedings of the 22nd ACM international conference on Multimedia, pp.1041-900, 2014.
Creation of a corpus of realistic urban sound scenes with controlled acoustic properties, Acoustical Society of Amer905 ica and the European Acoustics Association, vol.141, pp.4044-4044, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01635393
Optimal incomplete block designs, Journal of the Royal Statistical Society. Series B (Methodological), pp.39-43, 1977. ,
SensoMineR: A package for sensory data analysis, Journal of Sensory Studies, pp.14-25, 2008. ,
Advantages of the mean absolute error (mae) over the root mean square error (rmse) in assessing average model performance, Climate research, vol.30, issue.1, pp.79-915, 2005. ,
Noise indicators to diagnose urban sound environments at multiple spatial scales, Acta Acustica united with Acustica, vol.101, issue.5, pp.964-974, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01251538
Urban 920 soundscape maps modelled with geo-referenced data, Noise Mapping, vol.3, issue.1, pp.278-294, 2016. ,
Probabilistic modeling framework for multisource sound mapping, Applied Acoustics, vol.139, pp.34-43, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01808868
Noise indicators to diagnose urban sound environments at multiple spatial scales, Noise Mapping, vol.2, issue.1, pp.1-12, 2015. ,