Task-Specific Rapid Auditory Perceptual Learning in Adult Cochlear Implant Recipients: What Could It Mean for Speech Recognition.

IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Ear and Hearing Pub Date : 2024-11-01 Epub Date: 2024-05-29 DOI:10.1097/AUD.0000000000001523
Ranin Khayr, Riyad Khnifes, Talma Shpak, Karen Banai
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Abstract

Objectives: Speech recognition in cochlear implant (CI) recipients is quite variable, particularly in challenging listening conditions. Demographic, audiological, and cognitive factors explain some, but not all, of this variance. The literature suggests that rapid auditory perceptual learning explains unique variance in speech recognition in listeners with normal hearing and those with hearing loss. The present study focuses on the early adaptation phase of task-specific rapid auditory perceptual learning. It investigates whether adult CI recipients exhibit this learning and, if so, whether it accounts for portions of the variance in their recognition of fast speech and speech in noise.

Design: Thirty-six adult CI recipients (ages = 35 to 77, M = 55) completed a battery of general speech recognition tests (sentences in speech-shaped noise, four-talker babble noise, and natural-fast speech), cognitive measures (vocabulary, working memory, attention, and verbal processing speed), and a rapid auditory perceptual learning task with time-compressed speech. Accuracy in the general speech recognition tasks was modeled with a series of generalized mixed models that accounted for demographic, audiological, and cognitive factors before accounting for the contribution of task-specific rapid auditory perceptual learning of time-compressed speech.

Results: Most CI recipients exhibited early task-specific rapid auditory perceptual learning of time-compressed speech within the course of the first 20 sentences. This early task-specific rapid auditory perceptual learning had unique contribution to the recognition of natural-fast speech in quiet and speech in noise, although the contribution to natural-fast speech may reflect the rapid learning that occurred in this task. When accounting for demographic and cognitive characteristics, an increase of 1 SD in the early task-specific rapid auditory perceptual learning rate was associated with ~52% increase in the odds of correctly recognizing natural-fast speech in quiet, and ~19% to 28% in the odds of correctly recognizing the different types of speech in noise. Age, vocabulary, attention, and verbal processing speed also had unique contributions to general speech recognition. However, their contribution varied between the different general speech recognition tests.

Conclusions: Consistent with previous findings in other populations, in CI recipients, early task-specific rapid auditory perceptual, learning also accounts for some of the individual differences in the recognition of speech in noise and natural-fast speech in quiet. Thus, across populations, the early rapid adaptation phase of task-specific rapid auditory perceptual learning might serve as a skill that supports speech recognition in various adverse conditions. In CI users, the ability to rapidly adapt to ongoing acoustical challenges may be one of the factors associated with good CI outcomes. Overall, CI recipients with higher cognitive resources and faster rapid learning rates had better speech recognition.

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成年人工耳蜗植入者的特定任务快速听觉感知学习:这对语音识别意味着什么?
目的:人工耳蜗 (CI) 受助者的语音识别能力差异很大,尤其是在具有挑战性的听力条件下。人口统计学、听力学和认知因素可以解释部分差异,但并非全部。文献表明,快速听觉感知学习可以解释听力正常者和听力损失者在语音识别方面的独特差异。本研究侧重于特定任务快速听觉感知学习的早期适应阶段。研究调查了成年 CI 接受者是否表现出这种学习,如果表现出这种学习,那么这种学习是否解释了他们在识别快速语音和噪声语音时的部分差异:设计:36 名成年人工耳蜗植入者(年龄 = 35 至 77 岁,男性 = 55 岁)完成了一系列普通语音识别测试(语音形状噪音中的句子、四声咿呀噪音和自然快速语音)、认知测量(词汇量、工作记忆、注意力和言语处理速度)以及时间压缩语音快速听觉感知学习任务。一般语音识别任务的准确率通过一系列广义混合模型进行建模,这些模型在考虑特定任务对时间压缩语音的快速听觉感知学习的贡献之前,考虑了人口、听力和认知因素:大多数 CI 接受者在最初的 20 句话中表现出了对时间压缩语音的早期特定任务快速听觉感知学习。这种早期任务特异性快速听觉感知学习对识别安静环境中的自然语速语音和噪音环境中的语音有独特的贡献,尽管对自然语速语音的贡献可能反映了在该任务中发生的快速学习。如果考虑到人口统计学和认知特征,早期特定任务的快速听觉知觉学习率每增加一个标准差,正确识别安静环境中自然语速较快的语音的几率就会增加约52%,而正确识别噪声中不同类型语音的几率则会增加约19%至28%。年龄、词汇量、注意力和语言处理速度对一般语音识别也有独特的贡献。然而,在不同的一般语音识别测试中,它们的贡献也各不相同:结论:与之前在其他人群中的研究结果一致,在人工耳蜗植入者中,早期特定任务的快速听觉知觉学习也是造成噪音中语音识别和安静环境中自然语速语音识别个体差异的部分原因。因此,在不同人群中,任务特异性快速听觉知觉学习的早期快速适应阶段可能是在各种不利条件下支持语音识别的一种技能。对于 CI 使用者来说,快速适应当前声学挑战的能力可能是与 CI 良好效果相关的因素之一。总体而言,认知资源较多、快速学习速度较快的人工耳蜗植入者的语音识别能力更强。
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来源期刊
Ear and Hearing
Ear and Hearing 医学-耳鼻喉科学
CiteScore
5.90
自引率
10.80%
发文量
207
审稿时长
6-12 weeks
期刊介绍: From the basic science of hearing and balance disorders to auditory electrophysiology to amplification and the psychological factors of hearing loss, Ear and Hearing covers all aspects of auditory and vestibular disorders. This multidisciplinary journal consolidates the various factors that contribute to identification, remediation, and audiologic and vestibular rehabilitation. It is the one journal that serves the diverse interest of all members of this professional community -- otologists, audiologists, educators, and to those involved in the design, manufacture, and distribution of amplification systems. The original articles published in the journal focus on assessment, diagnosis, and management of auditory and vestibular disorders.
期刊最新文献
Associations Between Vestibular Perception and Cognitive Performance in Healthy Adults. Sounds of Nature and Hearing Loss: A Call to Action. Breathy Vocal Quality, Background Noise, and Hearing Loss: How Do These Adverse Conditions Affect Speech Perception by Older Adults? Effects of Tympanic Membrane Electrodes on Sound Transmission From the Ear Canal to the Middle and Inner Ears. The Optimal Speech-to-Background Ratio for Balancing Speech Recognition With Environmental Sound Recognition.
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