Automatic epoch extraction for closed-phase analysis of speech

A. Kounoudes, P. Naylor, M. Brookes
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引用次数: 4

Abstract

This paper presents an automatic method to determine the instants of glottal closure (GCIs), or epochs, from the speech signal alone without the need of a laryngograph signal. The proposed algorithm incorporate a new technique for estimating GCI candidates and dynamic programming to select the best candidates according to predefined cost functions. Results show accuracy in estimation to within /spl plusmn/0.25ms on 87% of the test database and less that 1% false alarms and misses. Preliminary experiments using the telephone -degraded NTIMIT database have shown that the algorithm continues to perform well even in the presence of noise.
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语音闭合相位分析的自动历元提取
本文提出了一种不需要喉镜信号就能从语音信号中自动确定声门关闭时刻(gci)的方法。该算法结合了一种新的GCI候选者估计技术和动态规划技术,根据预定义的代价函数选择最佳候选者。结果显示,在87%的测试数据库中,估计精度在/spl plusmn/0.25ms以内,误报和漏报不到1%。使用电话退化的NTIMIT数据库进行的初步实验表明,即使在存在噪声的情况下,该算法仍然表现良好。
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