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Anomalies are deviations from expected patterns in sound data. These deviations can be caused by sudden faults, gradual wear, or environmental changes. Detecting anomalies is crucial in applications such as predictive maintenance, quality control, and safety monitoring.

Turning Audio Features into Time-Series Data Many of the audio features computed by Resonyx are extracted using a sliding fixed-size...

Every sound wave contains a combination of different frequencies. Mathematically, any periodic signal can be decomposed into a sum of consta

Sound as Pressure Waves Sounds are pressure waves that propagate through a medium. They are generated by vibrating sources and encode...

Background Big electrical transformers usually have automatic on-load tap changers. These are mechanisms that adjust the relation between...

Background Hydropower generators are big machines that can be placed in remote locations. These machines operate for several years....