A new approach for pedestrian density estimation using moving sensors and computer vision.
Eric K. Tokuda, Yitzchak Lockerman, Gabriel B. A. Ferreira, Ethan Sorrelgreen, David Boyle, Roberto M. Cesar-Jr., Claudio T. Silva.
ACM Transactions on Spatial Algorithms and Systems.
[arXiv]
Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane.
Harish Doraiswamy, Eleni Tzirita Zacharatou, Fabio Miranda, Marcos Lage, Anastasia Ailamaki, Claudio T. Silva, Juliana Freire.
SIGMOD’18: 2018 International Conference on Management of Data.
[ACM]
Spatio-Temporal Urban Data Analysis: A Visual Analytics Perspective.
Harish Doraiswamy, Eleni Tzirita Zacharatou, Fabio Miranda, Marcos Lage, Anastasia Ailamaki, Claudio T. Silva, Juliana Freire.
SIGMOD’18: 2018 International Conference on Management of Data.
[IEEE]
Lightweight, Deep RNNs for Radar Classification.
Dhrubojyoti Roy, Sangeeta Srivastava, Pranshu Jain, Aditya Kusupati, Manik Varma, and Anish Arora.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 360-361.
[ACM]
One size does not fit all: Multi-scale, cascaded RNNs for radar classification
Dhrubojyoti Roy, Sangeeta Srivastava, Pranshu Jain, Aditya Kusupati, Manik Varma, and Anish Arora.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, pp. 360-361.
[ACM]
Citytones: A repository of crowdsourced annotated soundfield soundscapes
Agnieszka Roginska, Hyunkook Lee, Ana Elisa Mendez Mendez, Scott Murakami, Andrea Genovese
146th Audio Engineering Society International Convention: Excite Your Ears, AES 2019 – Dublin, Ireland
[Scopus]
Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers
Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello.
In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
[IEEE]
Urban Mosaic: Visual Exploration of Streetscapes Using Large-Scale Image Data
Fabio Miranda, Maryam Hosseini, Marcos Lage, Harish Doraiswamy, Graham Dove, Claudio T. Silva
In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, HI, April 2020.
[PDF]
Learning Geo-Contextual Embeddings for Commuting Flow Prediction
Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Claudio T. Silva
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
[PDF]
Few-shot Sound Event Detection
Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan P. Bello
In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.
[PDF]
Monsters, Metaphors, and Machine Learning
G. Dove and AL Fayard
In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, HI, April 2020.
[PDF]
SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network
M. Cartwright, A.E.M. Mendez, J. Cramer, V. Lostanlen, G. Dove, H. Wu, J. Salamon, O. Nov, J.P. Bello
In Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE) , 2019.
[PDF]
TriCycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision
M. Cartwright, J. Cramer, J. Salamon, J.P. Bello
In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019.
[IEEE][PDF]
Voice Anonymization in Urban Sound Recordings
A. Cohen-Hadria, M. Cartwright, B. McFee, J.P. Bello
In Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP) , 2019.
[IEEE][PDF]
The life of a New York City noise sensor network
C. Mydlarz, M. Sharma, Y. Lockerman, B. Steers, C. Silva, and J.P. Bello
In Sensors 2019, 19(6), 1415;
[Sensors][PDF]
Per-Channel Energy Normalization: Why and how
V. Lostanlen, J. Salamon, M. Cartwright, B. McFee, A. Farnsworth, S. Kelling, and J.P. Bello
In IEEE Signal Processing Letters, 26(1) pp.39–43, 2019 (Jan).
[IEEE][PDF]
EdgeL3: Compressing L3-Net for Mote Scale Urban Noise Monitoring.
S. Kumari, D. Roy, M. Cartwright, J.P. Bello, and A. Arora.
In Proceedings of the Workshop on Parallel AI and Systems for the Edge (PAISE), 2019.
[PDF]
Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data
Yu Wang, Ana Elisa M. Mendez, Mark Cartwright, Juan P. Bello
In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
[ICASSP][PDF]
Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings
Jason Cramer, Ho-Hsiang Wu, Justin Salamon and Juan Pablo Bello
In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.
[ICASSP][PDF]
Machine-Crowd-Expert Model for Increasing User Engagement and Annotation Quality
Ana Elisa M. Mendez, Mark Cartwright, Juan P. Bello
In Proceedings of ACM CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA), 2019.
[ACM][PDF]
SONYC: A System for Monitoring, Analyzing, and Mitigating Urban Noise Pollution
Juan P. Bello, Claudio Silva, Oded Nov, R. Luke Dubois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy
In Communications of the ACM, February 2019, Vol. 62 No. 2, Pages 68-77.
[arXiv] [ACM]
Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists
M. Cartwright, G. Dove, A.M.M. Mendez, J.P. Bello, O. Nov
In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI), Glasgow, UK, May 2019.
[ACM][PDF]
Adaptive pooling operators for weakly labeled sound event detection
B. Mcfee, J. Salamon, and J. P. Bello
IEEE Transactions on Audio, Speech and Language Processing, 2018.
[PDF][experiments][code release]
Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series
F. Miranda, M. Lage, H. Doraiswamy, C. Mydlarz, J. Salamon, Y. Lockerman, J. Freire, C. Silva
Computer Graphics Forum (EuroVis ’18), 37(3), 2018, 13-22
[Wiley][PDF][BibTeX]
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)
[IEEE][PDF]
Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations
M. Cartwright, J. Salamon, A. Seals, O. Nov, and J. P. Bello
In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018.
[IEEE][PDF]
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]
Noise monitoring and enforcement in New York City using a remote acoustic sensor network
C. Mydlarz, C. Shamoon and J. P. Bello.
Proceedings of the 46th International Congress and Exposition on Noise Control Engineering (Inter-noise). Hong Kong, China, August, 2017.
[INCE][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]
Deep Convolutional Neural Networks and Data Augmentation For Environmental Sound Classification
J. Salamon and J. P. Bello
IEEE Signal Processing Letters, 24(3): 279 -283. March, 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 for Smart Cities, Volume 117, Part B: 207-218. February, 2017.
[Elsevier][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]
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]
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]
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]