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Apr, 2023
OLISIA：一种用于口语对话状态跟踪的级联系统
OLISIA: a Cascade System for Spoken Dialogue State Tracking
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Léo Jacqmin, Lucas Druart, Valentin Vielzeuf, Lina Maria Rojas-Barahona, Yannick Estève...
TL;DR
本研究提出了OLISIA，一种级联系统，用于结合自动语音识别和对话状态跟踪模型以提高其在口语对话中的表现，数据增强和模型预先训练大小的优化能够减少口头和书面语言之间性能差异。
Abstract
Though
dialogue state tracking
(DST) is a core component of spoken dialogue systems, recent work on this task mostly deals with chat corpora, disregarding the discrepancies between spoken and written language.In this paper, we propose
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