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Open access Sep 2026

Predicting the Detectability of Safety Signals in Construction Sounds Using Machine Learning

Whether machine learning can predict warning signal audibility in construction noise is investigated and convolutional neural network models trained on mel-spectrograms will be presented alongside these results as a deep learning comparison.

Joseph Spagnoli, A. Costin · 0 citations

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