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Audiovisual Speech Recognition With a Cochlear Implant and IncreasedPerceptual and Cognitive Demands

机译:视听演讲识别耳蜗植入物并增加感知和认知需求

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摘要

Speech recognition in complex environments involves focusing on the most relevantspeech signal while ignoring distractions. Difficulties can arise due to theincoming signal’s characteristics (e.g., accented pronunciation, backgroundnoise, distortion) or the listener’s characteristics (e.g., hearing loss,advancing age, cognitive abilities). Listeners who use cochlear implants (CIs)must overcome these difficulties while listening to an impoverished version ofthe signals available to listeners with normal hearing (NH). In the real world,listeners often attempt tasks concurrent with, but unrelated to, speechrecognition. This study sought to reveal the effects of visual distraction andperforming a simultaneous visual task on audiovisual speech recognition. Twogroups, those with CIs and those with NH listening to vocoded speech, werepresented videos of unaccented and accented talkers with and without visualdistractions, and with a secondary task. It was hypothesized that, compared withthose with NH, listeners with CIs would be less influenced by visual distractionor a secondary visual task because their prolonged reliance on visual cues toaid auditory perception improves the ability to suppress irrelevant information.Results showed that visual distractions alone did not significantly decreasespeech recognition performance for either group, but adding a secondary taskdid. Speech recognition was significantly poorer for accented compared withunaccented speech, and this difference was greater for CI listeners. Theseresults suggest that speech recognition performance is likely more dependent onincoming signal characteristics than a difference in adaptive strategies formanaging distractions between those who listen with and without a CI.
机译:复杂环境中的语音识别涉及专注于最相关的语音信号,同时忽略分心。由于困难可能会出现传入信号的特征(例如,重音的发音,背景噪音,失真)或听众的特征(例如,听力损失,推进年龄,认知能力)。使用耳蜗植入的听众(CIS)在听取贫困版本的同时必须克服这些困难具有正常听觉(NH)的侦听器可用的信号。在现实世界,侦听器经常尝试并发任务,但与语音无关认出。这项研究试图揭示视觉分散的影响和对视听语音识别执行同时视觉任务。二团体,与CIS的群体和NH听取声音演讲的人提出了无与伦特和令人作音的谈话者的视频,没有视觉分心,以及二次任务。它被假设,与之相比有NH的人,具有CIS的听众不会受到视觉分心的影响或者是次要视觉任务,因为他们长期依赖视觉线索援助听觉感知提高了抑制无关信息的能力。结果表明,单独的视觉分散不显着下降两个组的语音识别性能,但添加辅助任务做过。与...相比,语音识别显着较差对于CI听众来说,这种差异更大。这些结果表明,语音识别性能可能更依赖传入的信号特性比自适应策略的差异在没有CI倾听的人之间管理分心。

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