瞬态语音成分的相对能量和可理解性

Sungyub Yoo, J. Boston, J. Durrant, K. Kovacyk, S. Karn, S. Shaiman, A. El-Jaroudi, Ching-Chung Li
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引用次数: 14

摘要

人们普遍认为辅音比元音对语音清晰度更重要,但我们认为重要的信息包含在瞬态语音成分中,而不是辅音和元音的准稳态成分。固定频率滤波器不能唯一地将瞬态音与更稳定的元音共振峰和辅音枢纽分开,即使前者主要是低频,后者主要是高频。为了研究瞬态分量与稳态分量的相对语音清晰度,我们采用基于时频分析的算法从语音信号中提取准稳态能量,留下以瞬态分量为主的残差信号。对处理后的单音节词和未处理的单音节词进行语音识别的心理测量。瞬时成分约占原始语音能量的2%,但几乎同样可理解。正如假设的那样,准稳态分量包含了更大的能量,而提供的可理解性却明显更低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Relative energy and intelligibility of transient speech components
It is generally recognized that consonants are more critical than vowels to speech intelligibility, but we suggest that important information is contained in transient speech components, rather than the quasi-steady-state components of both consonants and vowels. Fixed-frequency filters cannot uniquely separate transients from the more steady-state vowel formants and consonant hubs, even though the former are predominately low frequency and the latter, high frequency. To study the relative speech intelligibility of the transient versus steady-state components, we employed an algorithm based on time-frequency analysis to extract quasi-steady-state energy from the speech signal, leaving a residual signal of predominantly transient components. Psychometric functions were measured for speech recognition of processed and unprocessed monosyllabic words. The transient components were found to account for approximately 2% of the energy of the original speech, yet were nearly equally intelligible. As hypothesized, the quasi-steady-state components contained much greater energy while providing significantly less intelligibility.
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