We introduce the new audio analysis task of pedestrian detection and present a new large-scale dataset for this task. While the preliminary results prove the viability of using audio approaches for pedestrian detection, they also show that this challenging task cannot be easily solved with standard approaches.

翻译：我们提出了行人检测这一新的音频分析任务，并为此任务提供了一个大规模的新数据集。初步结果不仅证明了利用音频方法进行行人检测的可行性，同时也表明这一具有挑战性的任务难以通过标准方法轻易解决。