Literature DB >> 26753778

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

Seongjae Lee1, Sunmee Kang2, David K Han3, Hanseok Ko1.   

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.

Entities:  

Keywords:  Beamforming; Hearing-impaired person; Keyword spotting; Speech-to-text transcription; User interface

Mesh:

Year:  2016        PMID: 26753778     DOI: 10.1007/s11517-015-1447-8

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  5 in total

1.  User interaction in smart ambient environment targeted for senior citizen.

Authors:  Petri Pulli; Jaakko Hyry; Matti Pouke; Goshiro Yamamoto
Journal:  Med Biol Eng Comput       Date:  2012-04-26       Impact factor: 2.602

2.  Using sample entropy for automated sign language recognition on sEMG and accelerometer data.

Authors:  Vasiliki E Kosmidou; Leontios I Hadjileontiadis
Journal:  Med Biol Eng Comput       Date:  2009-11-27       Impact factor: 2.602

Review 3.  Cochlear implants: system design, integration, and evaluation.

Authors:  Fan-Gang Zeng; Stephen Rebscher; William Harrison; Xiaoan Sun; Haihong Feng
Journal:  IEEE Rev Biomed Eng       Date:  2008-11-05

4.  Use and non-use of hearing aids.

Authors:  M Sorri; M Luotonen; K Laitakari
Journal:  Br J Audiol       Date:  1984-08

5.  Examination of differences between successful and unsuccessful elderly hearing aid candidates matched for age, hearing loss and gender.

Authors:  Larry E Humes; Dana L Wilson; Andrew C Humes
Journal:  Int J Audiol       Date:  2003-10       Impact factor: 2.117

  5 in total

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