templeblock / urbansounds

SONYC project - UrbanSounds - dataset of sound recordings from New York, trying to recreate papers that classify the sound sources in the stream

#UrbanSounds

Repository to recreate methods and results of SONYC project https://serv.cusp.nyu.edu/projects/urbansounddataset

Author: Justin Salomon - github profile Juan P. Bello Charlie Mydlarz

Further information including news updates, publications, and project collaborators is available at the SONYC website: http://wp.nyu.edu/sonyc

SONYC - NY -(topic: smartcities)

http://wp.nyu.edu/sonyc
http://steinhardt.nyu.edu/marl/research/sonyc

objective is to create technological solutions for:

1. The systematic, constant monitoring of noise pollution at city scale.
2. The accurate description of acoustic environments in terms of its composing sources.
3. Broadening citizen participation in noise reporting and mitigation.
4. Enabling city agencies to take effective, information-driven action for noise mitigation.

Previous

• www.soundaroundyou.com
  http://steinhardt.nyu.edu/marl/people/mydlarz [email protected] https://itunes.apple.com/app/i-say/id516927213?mt=8
• CitizenSound - lost in work
  https://github.com/justinsalamon/sonyc-citizensound

Data

• UrbanSounds long recordings - 1302 files, 15.3 GB
• UrbanSound8K - 8732 files each 4sec with one source, 5.6 GB

Acknowledgments

This work is supported by a seed grant from New York University’s Center for Urban Science and Progress (CUSP).

Publications

• Feature Learning with Deep Scattering for Urban Sound Analysis
• The Design and Calibration of Low Cost Urban Acoustic Sensing Devices
• Unsupervised Feature Learning for Urban Sound Classification
• A Dataset and Taxonomy for Urban Sound Research
• The Design of Urban Sound Monitoring Devices
• The Implementation of MEMS Microphones for Urban Sound Sensing