The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 30, 2026
Filed:
Aug. 07, 2024
Robert Bosch Gmbh, Stuttgart, DE;
Pongtep Angkititrakul, Dublin, CA (US);
Long Huang, Baton Rouge, LA (US);
Jonathan Francis, Pittsburgh, PA (US);
Samarjit Das, Wexford, PA (US);
Robert Bosch GmbH, , DE;
Abstract
A method of generating audio to obtain manipulated audio data includes receiving textual descriptions of audio associated with operation of a device, receiving audio data associated with the operation of the device, generating, based on the textual descriptions, descriptive text inputs of audio features associated with the operation of the device, generating the manipulated audio data based on the descriptive text inputs and the audio data, the manipulated audio data including the one or more audio features indicative of faults associated with the descriptive text inputs, training a machine learning (ML) model to diagnose the faults using the manipulated audio data, the ML model being trained to generate an output indicative of the faults based on audio data obtained during the operation of the device, and, based on convergence during the training, outputting a trained ML model configured to generate the output indicative of the faults.