Invention Grant
US09245524B2 Speech recognition device, speech recognition method, and computer readable medium
有权
语音识别装置,语音识别方法和计算机可读介质
- Patent Title: Speech recognition device, speech recognition method, and computer readable medium
- Patent Title (中): 语音识别装置,语音识别方法和计算机可读介质
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Application No.: US13883716Application Date: 2011-11-10
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Publication No.: US09245524B2Publication Date: 2016-01-26
- Inventor: Shuji Komeiji , Takayuki Arakawa , Takafumi Koshinaka
- Applicant: Shuji Komeiji , Takayuki Arakawa , Takafumi Koshinaka
- Applicant Address: JP Tokyo
- Assignee: NEC CORPORATION
- Current Assignee: NEC CORPORATION
- Current Assignee Address: JP Tokyo
- Priority: JP2010-252456 20101111
- International Application: PCT/JP2011/076460 WO 20111110
- International Announcement: WO2012/063963 WO 20120518
- Main IPC: G10L15/20
- IPC: G10L15/20 ; G10L15/065 ; G10L21/0208

Abstract:
The present invention can increase the types of noises that can be dealt with enough to enable speech recognition with a speech recognition rate of high accuracy.A speech recognition device of the present invention performs processes of: storing, in a manner to relate them to each other, a suppression coefficient representing a noise suppression amount and an adaptation coefficient representing an adaptation amount of a noise model, where the noise model is generated on the basis of a predetermined noise and is to be compounded (synthesized) to a clean acoustic model generated on the basis of a voice including no noise; estimating noise from an input signal; suppressing from the input signal a portion of the estimated noise of an amount specified by a suppression amount specified on the basis of the suppression coefficient; generating an adapted acoustic model which is noise-adapted, by compounding (synthesizing) the clean acoustic model with a noise model generated on the basis of the estimated noise in accordance with an adaptation amount specified on the basis of the adaptation coefficient; and recognizing voice on the basis of the noise-suppressed input signal and the generated adapted acoustic model.
Public/Granted literature
- US20130231929A1 SPEECH RECOGNITION DEVICE, SPEECH RECOGNITION METHOD, AND COMPUTER READABLE MEDIUM Public/Granted day:2013-09-05
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