首页    期刊浏览 2024年09月21日 星期六
登录注册

文章基本信息

  • 标题:Comparison of Multidimensional MFCC Feature Vectors for Objective Assessment of Stuttered Disfluencies
  • 本地全文:下载
  • 作者:Ravi Kumar K M ; Ganesan S
  • 期刊名称:International Journal of Advanced Networking and Applications
  • 电子版ISSN:0975-0290
  • 出版年度:2010
  • 卷号:2
  • 期号:5
  • 页码:854-860
  • 出版社:Eswar Publications
  • 摘要:The objective approach ha s an advantage over the manual, which provides consistence measurement required for assessment of stuttered speech. The number of dimensions (multi dimension) plays a key role in objective assessment of stuttering. The purpose of this paper is to analyze the multidimensional MFCC features and identify which dimensional provides better accuracy. In our work 10 samples in the age group of 25 ¨C 30 years were collected. In which 80% were used for training and remaining 20% for testing. The MFCC features of 12, 13, 26 and 39 dimensional MFCC are compared and it is found that 39 dimensional MFCC are better for assessment of stuttered speech objectively, with 84.58 % accuracy
  • 关键词:Assessment; Multidimensional; Objective; Stuttered speech
国家哲学社会科学文献中心版权所有