The invention discloses an automatic audio
delay calibration method, device and equipment based on
anomaly detection and a storage medium, which are applied to a multi-equipment audio
system and are used for collecting audio signals for preprocessing, collecting
delay time measurement values, environment data and the audio signals for abnormal
data detection. Calculating a
delay compensation based on the
audio signal and the
delay time measurement, calculating an
environmental factor compensation based on the
environmental data; based on the delay compensation and the
environmental factor compensation, audio delay automatic calibration is carried out through a real-time feedback mechanism; and evaluating the
system performance based on the
audio signal acquired in real time and the
delay time measurement value, and optimizing the real-time feedback mechanism in real time. Interference data are accurately identified and filtered through intelligent
data analysis, and a real-time analysis and
automatic processing mechanism is adopted, so that the limitation of traditional manual calibration is broken through. The
system can dynamically sense environment changes and adaptively adjust calibration parameters, and
millisecond-level delay calibration precision is achieved.