Enemy Spotted: in-game gun sound dataset for gunshot classification and localization
Junwoo Park,
Youngwoo Cho,
Gyuhyeon Sim
et al.
Abstract:Recently, deep learning-based methods have drawn huge attention due to their simple yet high performance without domain knowledge in sound classification and localization tasks. However, a lack of gun sounds in existing datasets has been a major obstacle to implementing a support system to spot criminals from their gunshots by leveraging deep learning models. Since the occurrence of gunshot is rare and unpredictable, it is impractical to collect gun sounds in the real world. As an alternative, gun sounds can b… Show more
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