Invention Grant
- Patent Title: Automatic speech recognition system addressing perceptual-based adversarial audio attacks
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Application No.: US16897673Application Date: 2020-06-10
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Publication No.: US11222651B2Publication Date: 2022-01-11
- Inventor: Jeremy Kolter , Joseph Szurley
- Applicant: Robert Bosch GmbH
- Applicant Address: DE Stuttgart
- Assignee: Robert Bosch GmbH
- Current Assignee: Robert Bosch GmbH
- Current Assignee Address: DE Stuttgart
- Agency: Brooks Kushman P.C.
- Main IPC: G10L19/018
- IPC: G10L19/018 ; G10L25/18 ; G10L15/10 ; G10L15/12 ; G10L25/45

Abstract:
A computer-implemented method for creating a combined audio signal in a speech recognition system, the method includes sampling the audio input signal to generate a time-domain sampled input signal, then converting the time-domain sampled input signal to a frequency-domain input signal, afterwards generating perceptual weights in response to frequency components of critical bands of the frequency-domain input signal, creating a time-domain adversary signal in response to the perceptual weights; and combining the time-domain adversary signal with the audio input signal to create a combined audio signal, wherein a speech processing of the combined audio signal will output a different result from speech processing of the audio input signal.
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