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A key-phrase understanding framework integrating real world knowledge with speech recognition with initial application in voice memo systems for Mandarin Chinese

机译:关键短语理解框架,将真实世界的知识与语音识别相结合,并初步应用于普通话语音备忘系统

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Automatic speech recognition by computers can provide the most natural and efficient method of communication between humans and computers. The key-issue in some specific applications such as electronic shopping on the World Wide Web (WWW) is not just to improve the syllable or word recognition accuracy but to achieve correct understanding of the speech. Thus, key-phrase understanding, which integrates real world knowledge with key-phrase recognition techniques and then achieves partial speech understanding, plays an important role in such areas. A general framework for such a key-phrase understanding problem is presented and an initial application to be used in voice memo systems for Mandarin Chinese has been developed.
机译:计算机自动语音识别可以提供人与计算机之间最自然,最有效的通信方法。在某些特定应用程序(例如,万维网(WWW)上的电子购物)中,关键问题不仅在于提高音节或单词识别的准确性,而且还在于获得对语音的正确理解。因此,关键短语理解将现实世界的知识与关键短语识别技术相结合,然后实现部分语音理解,在这些领域中起着重要的作用。提出了解决此类关键短语理解问题的通用框架,并开发了用于普通话语音备忘系统的初始应用程序。

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