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用于听力受损者的支持语音转文本的对话式用户辅助代理系统。

Dialogue enabling speech-to-text user assistive agent system for hearing-impaired person.

作者信息

Lee Seongjae, Kang Sunmee, Han David K, Ko Hanseok

机构信息

Department of Visual Information Processing, Korea University, Seoul, Korea.

Department of Electrical Engineering, Seokyeong University, Seoul, Korea.

出版信息

Med Biol Eng Comput. 2016 Jun;54(6):915-26. doi: 10.1007/s11517-015-1447-8. Epub 2016 Jan 11.

Abstract

A novel approach for assisting bidirectional communication between people of normal hearing and hearing-impaired is presented. While the existing hearing-impaired assistive devices such as hearing aids and cochlear implants are vulnerable in extreme noise conditions or post-surgery side effects, the proposed concept is an alternative approach wherein spoken dialogue is achieved by means of employing a robust speech recognition technique which takes into consideration of noisy environmental factors without any attachment into human body. The proposed system is a portable device with an acoustic beamformer for directional noise reduction and capable of performing speech-to-text transcription function, which adopts a keyword spotting method. It is also equipped with an optimized user interface for hearing-impaired people, rendering intuitive and natural device usage with diverse domain contexts. The relevant experimental results confirm that the proposed interface design is feasible for realizing an effective and efficient intelligent agent for hearing-impaired.

摘要

本文提出了一种辅助正常听力者与听力受损者之间双向交流的新方法。现有的听力辅助设备,如助听器和人工耳蜗,在极端噪声条件或术后副作用方面存在不足,而本文提出的概念是一种替代方法,即通过采用一种强大的语音识别技术来实现口语对话,该技术考虑了嘈杂的环境因素,且无需附着在人体上。所提出的系统是一种便携式设备,带有用于定向降噪的声束形成器,能够执行语音到文本的转录功能,采用关键词检测方法。它还为听力受损者配备了优化的用户界面,使其在不同领域环境下使用设备时直观自然。相关实验结果证实,所提出的界面设计对于实现一个有效且高效的听力受损智能代理是可行的。

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