title: Dialogue enabling speech-to-text user assistive agent system for hearing-impaired person.
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.
authors.affiliation: Department of Visual Information Processing, Korea University, Seoul, Korea.
authors.forename: Seongjae
authors.initials: S
authors.lastname: Lee
authors.affiliation: Department of Electrical Engineering, Seokyeong University, Seoul, Korea. sj3452@gmail.com.
authors.forename: Sunmee
authors.initials: S
authors.lastname: Kang
authors.affiliation: Office of Naval Research, Arlington, VA, USA.
authors.forename: David K
authors.initials: DK
authors.lastname: Han
authors.affiliation: Department of Visual Information Processing, Korea University, Seoul, Korea.
authors.forename: Hanseok
authors.initials: H
authors.lastname: Ko
mesh_terms: D000465:Algorithms; D006310:Hearing Aids; D034381:Hearing Loss / Q000628:therapy*; D006801:Humans; D013060:Speech; D014584:User-Computer Interface
keywords: Beamforming; Hearing-impaired person; Keyword spotting; Speech-to-text transcription; User interface