Publications

Cross-Environmentally Robust Intruder Discrimination in Radar Motes.
Dhrubojyoti Roy, Christopher Morse, Michael A. McGrath, Jin He, and Anish Arora.
2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), Orlando, FL, USA, 2018, pp. 426-434.
[IEEE][PDF]

Measurement Based As-You-Go Deployment of Two-Connected Wireless Relay Networks.
Avishek Ghosh, Arpan Chattopadhyay, Anish Arora, and Anurag Kumar.
ACM Trans. Sen. Netw. 13, 3, Article 23 (August 2017).
[ACM][PDF]

Urban Pulse: Capturing the Rhythm of Cities.
Fabio Miranda, Harish Doraiswamy, Marcos Lage, Kai Zhao, Bruno Gonçalves, Luc Wilson, Mondrian Hsieh, and Claudio Silva.
In IEEE Transactions on Visualization and Computer Graphics, 32(1), 2017, 791-800.
[IEEE][PDF]

GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons.
Eleni Tzirita Zacharatou, Harish Doraiswamy, Anastasia Ailamaki, Claudio Silva, and Juliana Freire.
In Proceedings of the VLDB Endowment (PVLDB), 11(3), 2017, 352-365.
[PDF]

Shadow Accrual Maps: Efficient Accumulation of City-Scale Shadows over Time.
Fabio Miranda, Harish Doraiswamy, Marcos Lage, Luc Wilson, Mondrian Hsieh, and Claudio Silva.
In IEEE Transactions on Visualization and Computer Graphics.
(accepted)

Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations
M. Cartwright, A. Seals, J. Salamon, A. Williams, S. Mikloska, D. MacConnell, E. Law, J.P. Bello, O. Nov
In Proceedings of the ACM on Human-Computer Interaction, 1(2), November 2017.
[ACM][PDF][Companion Site]

Scaper: A Library for Soundscape Synthesis and Augmentation
J. Salamon, D. MacConnell, M. Cartwright, P. Li, and J. P. Bello.
In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, USA, Oct. 2017.
[IEEE][PDF]

Noise monitoring and enforcement in New York City using a remote acoustic sensor network
C. Mydlarz, C. Shamoon and J. P. Bello.
In INTER-NOISE and NOISE-CON Congress and Conference Proceedings. Sept 2017.
[INCE][PDF]

Sound analysis in smart cities
J. P. Bello, C. Mydlarz, and J. Salamon.
In T. Virtanen, M. D. Plumbley, and D. P. W. Ellis, editors, Computational Analysis of Sound Scenes and Events, pages 373–397. Springer International Publishing, 2018.
[Springer][PDF]

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]

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]

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]

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]

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][PDF]

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]

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]

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]