Individual on-line variance adaptation of frequency filtered parameters for robust ASR

نویسندگان

  • Jesús Vicente-Peña
  • Fernando Díaz-de-María
  • W. Bastiaan Kleijn
چکیده

In this paper we address the problem of robust speech recognition. We propose a new method based on the individual variance adaptation of frequency filtered parameters to reduce the deleterious effects of additive narrow-band noise. The method can be interpreted as a spectral weighting that assigns increased importance to the most reliable spectral components, typically the spectral peaks. The experiments confirm that the suggested method results in significantly improved recognition rates for additive narrowband noise.

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تاریخ انتشار 2006