Machine learning-based ensemble model predictions of outdoor ambient sound levels

Katrina Pedersen; Mark K. Transtrum; Kent L. Gee; Brooks A. Butler; Michael M. James; Alexandria R. Salton

Conference ProceedingsOPEN ACCESS

Machine learning-based ensemble model predictions of outdoor ambient sound levels

Pedersen K
Transtrum M
Gee K
et al.

2019 International Congress on Ultrasonics (2019) 38 022002

DOI: 10.1121/2.0001056

N/ACitations

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Abstract

Outdoor ambient sound levels can be predicted from machine learning-based models derived from geospatial and acoustic training data. To improve modeling robustness, median predicted sound levels ha...

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APA

Pedersen, K., Transtrum, M. K., Gee, K. L., Butler, B. A., James, M. M., & Salton, A. R. (2019). Machine learning-based ensemble model predictions of outdoor ambient sound levels. In 2019 International Congress on Ultrasonics (Vol. 38, p. 022002). ASA. https://doi.org/10.1121/2.0001056

Machine learning-based ensemble model predictions of outdoor ambient sound levels

Abstract

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