System and methods for machine anomaly detection based on sound spectrogram images and neural networks

MBG Jun, H Kim - US Patent 11,475,910, 2022 - Google Patents
A system and methods for machine anomaly and behavior classification is provided. An
audio capture device may attach to a mechanical apparatus comprising a first component …

Electronic stethoscope with enhanced features

D Adler, I Kagan, E Salomon, O Adler… - US Patent …, 2024 - Google Patents
A medical device (20) includes a case (32), having a front surface that is configured to be
brought into contact with a body of the living subject (24). A microphone (34) is contained in …

Medical diagnostic device

A Farkash, S Havazelet, R Litvak - US Patent App. 29/794,958, 2024 - Google Patents
USD1042851S1 - Medical diagnostic device - Google Patents USD1042851S1 - Medical
diagnostic device - Google Patents Medical diagnostic device Download PDF Info Publication …

System and methods for machine anomaly detection based on sound spectrogram images and neural networks

MBG Jun, H Kim - US Patent 11,688,415, 2023 - Google Patents
A system and methods for machine anomaly and behavior classification is provided. An
audio capture device may attach to a mechanical apparatus comprising a first component …

Wearable multi-modal system for remote monitoring of patients with chronic obstructive pulmonary disease

LE Emokpae, RN Emokpae, U Worsfold… - US Patent …, 2024 - Google Patents
A system of networked sensors designed to predict the onset of chronic obstructive
pulmonary disease (COPD) symptoms is disclosed. The system is worn by an individual and …

Systems and methods for diagnosing equipment

M Karunaratne, N Ramaiah - US Patent App. 17/523,326, 2022 - Google Patents
A method includes recording operation of equipment into an audio file and transforming the
audio file into image data. The image data is input into a machine learning model to …

System and method of determining if an information handling system produces one or more audio glitches

CH Liu - US Patent 11,410,681, 2022 - Google Patents
In one or more embodiments, one or more system, methods, and/or processes may
determine, based at least on the user responses from users that listen to audio files, first …