English(EN) On the information rate of phones, syllables and words

研究发现，在有限模型下，词语是编码语音最高效的单位

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-11 05:00

一篇新的研究论文探讨了用于编码语音内容的最优语言单位，比较了音素、音节和词语。该研究使用了一个大型英语有声读物语料库以及n-gram和Transformer语言模型，发现词语通常能达到最低的比特率。然而，研究表明，当语言模型容量受限时，大于音节但小于广泛多词短语的单位提供了最高效的表示。 AI

影响这项研究可以为设计更高效的语音和语言处理系统提供参考。

排序理由该条目是arXiv上的一篇学术论文，讨论语言单位和信息率。[lever_c_demoted from research: ic=1 ai=1.0]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

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Newsworthiness bucket: Tool; 该条目是arXiv上的一篇学术论文，讨论语言单位和信息率。[lever_c_demoted from research: ic=1 ai=1.0]
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arXiv cs.CL TIER_1 English(EN) · Herman Kamper · 2026-11-11 05:00

关于手机、音节和词语的信息率

arXiv:2611.13990v1 Announce Type: new Abstract: Which linguistic units minimise the bitrate required to encode speech content: phones, syllables, words, maybe larger units, or something in between? This question has implications for the development of speech and language systems …