Prosody modeling for automatic speech recognition and understanding

被引：0
|
作者：
Shriberg, E [1 ]
Stolcke, A [1 ]
机构：
[1] SRI Int, Menlo Pk, CA 94025 USA
来源：
MATHEMATICAL FOUNDATIONS OF SPEECH AND LANGUAGE PROCESSING | 2004年 / 138卷
关键词：
prosody; speech recognition and understanding; hidden Markov models;
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
This paper summarizes statistical modeling approaches for the use of prosody (the rhythm and melody of speech) in automatic recognition and understanding of speech. We outline effective prosodic feature extraction, model architectures, and techniques to combine prosodic with lexical (word-based) information. We then survey a number of applications of the framework, and give results for automatic sentence segmentation and disfluency detection, topic segmentation, dialog act labeling, and word recognition.
引用
收藏
页码：105 / 114
页数：10
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