Akın Oktav

Measurement data quality in room acoustics: A systematic audit framework for field campaign errors and their quantified impact on machine learning prediction performance

Acoustic impulse response measurement campaigns conducted in performance venues under ISO 3382-1 are susceptible to a class of systematic field errors, including receiver position labelling swaps, spatial co-ordinate entry mistakes, signal-to-noise ratio failures at low frequenci...