How well do people label soft sounds in audio data? Does it depend on factors other than loudness, such as the type of sound? Does it matter for training/evaluating machine learning models?

NYU CUSP Senior Research Scientist Justin Salamon examines these questions in new research on “Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations.”