多模态接口的增量语音识别

G. Fink, C. Schillo, F. Kummert, G. Sagerer
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引用次数: 38

摘要

为了开发有效的多模态人机界面,语音识别结果的增量生成是一个重要的前提。一方面,即使在用户说话时,系统也能对用户的意图做出即时反应。另一方面,语音识别的结果可用于辅助其他模态的处理,例如手势的解释。本文提出了一种嵌入在多模态环境中的增量式语音识别系统。该系统能够实时增量生成单词假设。因此,可以处理任意长度的话语,并且可以与其他模态直接交互。
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Incremental speech recognition for multimodal interfaces
For the development of effective multi-modal man-machine interfaces the incremental generation of speech recognition results is an important prerequisite. On the one hand the system can instantaneously react to the user's intention even while the user is speaking. On the other hand the results of speech recognition can be used to assist the processing of other modalities, e.g, the interpretation of gestures. In this paper we present an incremental speech recognition system embedded in a multi-modal environment. The system is able to incrementally produce word hypotheses in real time. Thus, utterances of arbitrary length can be processed and direct interactions with other modalities are possible.
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