将语音转录与其引用形式对齐

Keith Johnson
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引用次数: 4

摘要

发表这篇论文的主要动机之一是提供一个电话距离度量矩阵,这可能对处理大型会话语音语料库有用。本文报告了如何从转录者标签分歧中创建电话距离矩阵,以及如何将其用于动态时间扭曲算法以将会话语音的语音转录与其引用形式对齐。由电话距离DTW算法产生的加权字符串编辑距离也可用于计算听觉单词识别研究的邻域密度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Aligning phonetic transcriptions with their citation forms
One of the main motivations for publishing this paper is to make available a matrix of phone-distance measures which may be useful in dealing with large corpora of conversational speech. The paper reports how this matrix of phone-distances was created from transcriber labeling disagreements, and how it can be used in a dynamic time warping algorithm to align phonetic transcriptions of conversational speech with their citation forms. The weighted string edit distance produced by the phone-distance DTW algorithm may also be useful in calculating neighborhood densities for studies of auditory word recognition.
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