- 专利标题: Automatic speech recognition system addressing perceptual-based adversarial audio attacks
-
申请号: US16897673申请日: 2020-06-10
-
公开(公告)号: US11222651B2公开(公告)日: 2022-01-11
- 发明人: Jeremy Kolter , Joseph Szurley
- 申请人: Robert Bosch GmbH
- 申请人地址: DE Stuttgart
- 专利权人: Robert Bosch GmbH
- 当前专利权人: Robert Bosch GmbH
- 当前专利权人地址: DE Stuttgart
- 代理机构: Brooks Kushman P.C.
- 主分类号: G10L19/018
- IPC分类号: G10L19/018 ; G10L25/18 ; G10L15/10 ; G10L15/12 ; G10L25/45
摘要:
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.
信息查询