SYSTEM AND METHOD FOR ANOMALY DETECTION IN UNLABELED COLLECTIONS OF AUDIO RECORDING

Number of patents in Portfolio can not be more than 2000

United States of America

APP PUB NO 20250021770A1
SERIAL NO

18222409

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Abstract

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In some implementations, the device may include receiving a first and second audio dataset. In addition, the device may generate a first, a second, a third, and a fourth audio sample. Moreover, the device may include determining a level of similarity between the first and second audio samples. Also, the device may include combining the first and second audio samples into an audio pair. Further, the device may include training a machine learning model to map audio samples to a latent space visualization in view of time and the similarities between the first and second audio samples to yield a trained machine learning model. In addition, the device may include mapping, by the machine learning model, in the latent space visualization, the third and fourth audio samples, where placement of the third and fourth audio samples depends on the level of similarity between the third and fourth audio samples.

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Patent Owner(s)

Patent OwnerAddress
ROBERT BOSCH GMBHPOSTFACH 30 02 20 70442 STUTTGART 70442

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
ANGKITITRAKUL, PONGTEP Dublin, US 11 170
BONDI, LUCA Pittsburgh, US 12 0
GHAFFARZADEGAN, SHABNAM Livermore, US 19 44
MEZZA, ALESSANDRO ILIC Milano, IT 2 0

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