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Outputs (8)

Comparison of Deep Learning and Psychoacoustic Models to Predict UAV Noise Impact in Soundscapes (2025)
Presentation / Conference Contribution

* The increasing prevalence of Unmanned Aircraft Systems in urban environments necessitates a deeper understanding of their impact on the experience of urban soundscapes. This study presents Machine Learning models aimed at predicting perceived annoy... Read More about Comparison of Deep Learning and Psychoacoustic Models to Predict UAV Noise Impact in Soundscapes.

Integrated U-space societal acceptance assessment: energy-based and perception-based acoustic metrics. (2025)
Presentation / Conference Contribution

Innovative Air Mobility (IAM) systems are progressing within the European U-space framework to promote efficient and environmentally friendly air transport. The ImAFUSA project contributes by developing an integrated U-space assessment tool to evalua... Read More about Integrated U-space societal acceptance assessment: energy-based and perception-based acoustic metrics..

Automated ecoacoustic monitoring: Evaluating classifier performance for common cuckoo (cuculus canorus) detection (2025)
Presentation / Conference Contribution

This study evaluates the effectiveness of automated bioacoustic classifiers in detecting the vocal activity of the common cuckoo (Cuculus canorus) within the Chornobyl Exclusion Zone (CEZ). Data were collected from 12 recording locations using Wildli... Read More about Automated ecoacoustic monitoring: Evaluating classifier performance for common cuckoo (cuculus canorus) detection.

Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, roughness and tonality (2025)
Presentation / Conference Contribution

Metrics for describing perceptual sound qualities have previously been developed from a variety of psychoa- coustic models. The Sottek Hearing Model (SHM) of- fers a holistic approach to characterising perceptual sound quality and the SHM metrics for... Read More about Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, roughness and tonality.

How do flight operations and ambient acoustic environments influence noticeability and noise annoyance associated with unmanned aircraft systems? (2024)
Presentation / Conference Contribution

In advance of anticipated wider deployments of advanced air mobility technology, the potential effects of introducing new sound sources such as unmanned aircraft systems (UAS, aka ‘drones’) on communities are largely unknown. To support the developme... Read More about How do flight operations and ambient acoustic environments influence noticeability and noise annoyance associated with unmanned aircraft systems?.

Confidence limits for coherence – toward a better understanding of its use as a diffuse field metric for quantifying the quality of Direct Field Acoustic Noise (DFAN) Testing systems (2024)
Presentation / Conference Contribution

To determine the degree of diffuseness of a particular acoustic field, an oft-considered metric is the coherence between spaced pairs of measurement microphones. This is useful because the expected theoretical ‘sinc2’ trend for a diffuse field is wel... Read More about Confidence limits for coherence – toward a better understanding of its use as a diffuse field metric for quantifying the quality of Direct Field Acoustic Noise (DFAN) Testing systems.