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G. Francis

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Open access Sep 2026

Mel-Frequency Cepstral Coefficient-Enabled Analysis of Doppler Effect on Road Traffic Noise from Nairobi City

This study investigated the Doppler effect on road traffic noise levels in an urban setting by deploying Mel-Frequency Cepstral Coefficient (MFCC) to characterize acoustic signatures across vehicle mix classes. Using a dataset of audio recordings from Nairobi city’s road network sampled from 42 sites, the study adjuste...

Ochungo Akech Elisha, Osano Simpson Nyambane, G. Francis · 0 citations

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