Publications

Deep Convolutional Neural Networks and Data Augmentation For Environmental Sound Classification
J. Salamon and J. P. Bello
IEEE Signal Processing Letters, In Press, 2017.
[IEEE][PDF][BibTeX]

The Implementation of Low-cost Urban Acoustic Monitoring Devices
C. Mydlarz, J. Salamon and J. P. Bello
Applied Acoustics, special issue on Acoustics of Smart Cities, 2016.
[Elsevier][PDF][BibTex]

Feature Learning with Deep Scattering for Urban Sound Analysis
J. Salamon and J. P. Bello.
2015 European Signal Processing Conference (EUSIPCO), Nice, France, August 2015.
[IEEE][PDF][BibTex]

The design and calibration of low cost urban acoustic sensing devices
C. Mydlarz, C. Shamoon, M. Baglione, and M. Pimpinella.
In 10th European Congress and Exposition on Noise Control Engineering (EuroNoise), Maastricht, The Netherlands, May 2015.
[EuroNoise][PDF][BibTeX]

Unsupervised Feature Learning for Urban Sound Classification
J. Salamon and J. P. Bello.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
[IEEE][DOI][PDF][BibTeX]

A Dataset and Taxonomy for Urban Sound Research
J. Salamon, C. Jacoby and J. P. Bello.
Proc. 22nd ACM International Conference on Multimedia, Orlando, USA, Nov. 2014.
[ACM][PDF][BibTeX]

The design of urban sound monitoring devices
C. Mydlarz, S. Nacach, T.H. Park, A. Roginska.
2014 Audio Engineering Society (AES) Convention 137, Los Angeles, USA, October 2014.
[AES][PDF][BibTeX]

The Implementation of MEMS Microphones for Urban Sound Sensing
C. Mydlarz, S. Nacach, E. Rosenthal, M. Temple, T.H. Park, A. Roginska.
2014 Audio Engineering Society (AES) Convention 137, Los Angeles, USA, October 2014.
[AES][PDF][BibTeX]