Matija Marolt

Anomalous Sound Detection by Feature-Level Anomaly Simulation

Recently a growing number of works focus on machine defect detection from anomalous audio patterns. The datasets for the machine audio domain are scarce and recent methods that perform well on benchmarks such as DCASE2020 Task 2, rely on auxiliary information such as annotated data from other traini…