计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (7): 224-226.

• 工程与应用 • 上一篇    下一篇

基于HMM模型的普通话单字发音准确度评价方法研究

戚建宇 赵鹤鸣 何松   

  1. 苏州大学 苏州大学通信与电子工程系 苏州大学
  • 收稿日期:2006-03-29 修回日期:1900-01-01 出版日期:2007-03-01 发布日期:2007-03-01
  • 通讯作者: 戚建宇

A study of assessment of mandarin pronouncing accuracy base on the continuous Gaussian mixture HMM

Qi Jianyu Zhao Heming He Song   

  • Received:2006-03-29 Revised:1900-01-01 Online:2007-03-01 Published:2007-03-01

摘要: 本文在大量语音分析实验的基础上,提出一种普通话单字发音准确度计算辅助评价方法。细化声韵母,对反映普通话发音准确度的声韵过渡段建立连续高斯混合密度HMM的普通话发音标准度评价系统。在语音特征上采取了符合人耳听觉特征的Mel倒谱。最后结合基音特征,完成客观特征到主观评价的映射。实验证明,本方法取得了较好的效果。

Abstract: Base on a large amount of speech study and experiments, this paper gives a new method of computer aided assessment of mandarin pronouncing accuracy。By dividing between consonant and vowel of Chinese syllable, we establish a speech distinction system of Chinese pronouncing accuracy using the continuous Gaussian mixture HMM. At last, adding the pitch to finish mapping from the characteristics to the mean opinion score. The experimental results showed good performance.