An optimized approach to voice translation on mobile phones

K. Devadkar, R. Shankarmani, S. Kotian, A. Khadpe
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引用次数: 2

Abstract

Current voice translation tools and services use natural language understanding and natural language processing to convert words. However, these parsing methods concentrate more on capturing keywords and translating them, completely neglecting the considerable amount of processing time involved. In this paper, we are suggesting techniques that can optimize the processing time thereby increasing the throughput of voice translation services. Techniques like template matching, indexing frequently used words using probability search and session-based cache can considerably enhance processing times. More so, these factors become all the more important when we need to achieve real-time translation on mobile phones.
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一种优化的手机语音翻译方法
目前的语音翻译工具和服务使用自然语言理解和自然语言处理来转换单词。但是,这些解析方法更侧重于捕获关键字并翻译它们,完全忽略了所涉及的大量处理时间。在本文中,我们建议的技术可以优化处理时间,从而提高语音翻译服务的吞吐量。模板匹配、使用概率搜索和基于会话的缓存为频繁使用的单词建立索引等技术可以大大提高处理时间。当我们需要在手机上实现实时翻译时,这些因素变得更加重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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