From sound to source: Human and model recognition of environmental sounds
This paper introduces a large-scale behavioral benchmark for human environmental sound recognition and demonstrates that artificial neural networks trained on real-world multi-source scenes achieve near-human accuracy and alignment with brain responses, outperforming traditional auditory models.