Abnormal sound detection method based on edge cloud intelligent architecture
A technology of abnormal sound and intelligent architecture, applied in speech analysis, transmission system, electrical components, etc., can solve the problems of high transmission delay, difficult to guarantee data security, storage and network pressure, etc., to achieve reduced transmission delay and safety. Sexual protection, the effect of improving processing power
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[0021] The specific embodiments of the present invention will be described in detail below with reference to the accompanying drawings, but the present invention is not limited to this embodiment. In order to provide the public with a thorough understanding of the present invention, specific details are set forth in the following preferred embodiments of the present invention.
[0022] see Figure 1-2 , using three Raspberry Pis at the edge to collect audio data from different subway stations at the same time, taking glass breaking and screaming as abnormal sound events, and using Docker container technology in the cloud to encapsulate task processing operators to realize computing tasks. Migrate and store audio detection results, including a variety of different sound feature extraction methods and abnormal sound detection deep neural network models, deploy sound feature extraction and abnormal sound model judgment tasks to edge devices for execution, and perform between diff...
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