智能人机界面及建立英语-毛利语对话词典的案例研究

N. Kasabov, S. J. Sinclair, R. Kilgour, C. Watson, Mark R. Laws, D. Kassabova
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引用次数: 14

摘要

提出了一种用于语音识别和信息检索的混合系统的通用工程模型。语音识别部分由用于音素识别的低级神经网络模块和用于单词识别和语言建模的高级模糊推理模块组成。这样的系统有几个特点,即:适应性,即系统可以适应新的说话者和口音;识别过程中歧义的处理;可扩展性,即新模块可以在稍后阶段引入系统,字典是可扩展的。本文报道了一个小词词典和说话人独立模式下实验性英语-毛利语会话词典的构建案例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent human computer interfaces and the case study of building English-to-Maori talking dictionary
The paper presents a general engineering model of a hybrid system for speech recognition and information retrieval. The speech recognition part consists of a low level neural network module for phoneme recognition and a higher level fuzzy reasoning module for word recognition and language modelling. There are several features such systems are characterised by, namely: adaptability, i.e. the system is adaptable to new speakers and accents; dealing with ambiguity during the recognition process; extendability, i.e. new modules can be introduced to the system at a later stage and the dictionary is extendable. A case study of building an experimental English to Maori talking dictionary for a small dictionary of words and speaker independent mode is reported.
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