期刊文献+

语音识别系统中的特征参数提取过程研究 被引量:3

Study process for extracting the feature parameters in recognition speech
在线阅读 下载PDF
导出
摘要 美尔倒谱系数(MFCC)基于人耳的听觉特性,在语音识别实际应用中可取得较高的识别率.介绍了MFCC的基本原理以及提取MFCC的过程和方法,给出了一种硬件实现模型,并详细描述了各个子模块的设计方法.以VerilogHDL作为设计语言,在ISE、Modelsim开发工具下完成综合与仿真,最后在Xlinx Spartan-3e FPGA目标板上实现设计. MFCC(Mel frequency cepstral coefficient) is based on the human ears characteristic and perform a high recognition rate in practical speech recognition.This paper introduces principle of MFCC,process and method of extracting MFCC.The hardware implementation model is proposed and the design of each sub-model in detail is described.The design is described with Verilog HDL,synthesis and simulation is completed by ISE and Modelsim development tools.Finally,the design has been implemented in Xilinx Spartan-3e FPGA board.
出处 《沈阳工程学院学报(自然科学版)》 2009年第4期370-372,共3页 Journal of Shenyang Institute of Engineering:Natural Science
关键词 FPGA 语音识别 MFCC FPGA speech recognition MFCC
  • 相关文献

参考文献5

二级参考文献14

  • 1李鹏怀,徐佩霞.基于DSP的嵌入式语音识别系统的实现[J].计算机工程,2005,31(16):160-162. 被引量:10
  • 2Quatieri F T.离散时间语音信号处理原理与应用[M].赵胜辉译.北京:电子工业出版社.2004:566-568.
  • 3Openshaw J P, Sun Z P, Mason J S, A comparison of composite features under degraded speech in speaker Recognition[C]. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, Minneapolis, USA, 1993, 2:371 -374.
  • 4Altera Corp. Stratix II EP2S60 DSP Development Board Data Sheet[EB/OL]. www,altera, com. cn/products/ devkits/altera/kitdsp-2S60, html .May 2005.
  • 5Pease M C. Organization of large scale Fourier processors[J]. J ACM, 1969; 16(3): 474-482.
  • 6Cohen D. Simplified control of FFT hardware [J].IEEE Trans ASSP, 1976; 24(6): 577-579.
  • 7Knight W R, Kaiser R. A simple fixed-point error bound for the fast Fourier transform[J]. IEEE Trans Acoustics, Speech and Signal Proc, 1979; 27(6):615-620.
  • 8Rabiner L R, Gold B. Theory and application of digital signal processing [M]. Englewood Cliffs ,New Jersey: Prentice-Hall Inc. 1975. 1-30.
  • 9胡振华.VHDL与FPGA设计[M].北京:中国铁道出版社,2003..
  • 10清华大学无线电系快速傅立叶变换组.快速傅立叶变换[M].北京:人民邮电出版社出版,1980..

共引文献26

同被引文献13

引证文献3

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部