Variability in Speech Recognition for Adults with Cochlear Implants: Bottom-up and Top-down Factors

人工耳蜗成人语音识别的变异性：自下而上和自上而下的因素

• 批准号: 10132285
• 负责人: Aaron C Moberly
• 金额: $ 18.68万
• 依托单位: OHIO STATE UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2017
• 资助国家: 美国
• 起止时间: 2017-04-01 至 2022-09-30
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10132285
• 关键词: Acquired Deafness; Address; Adult; Affect; Age; Attention; Auditory; Auditory system; Categories; Clinical; Cochlear Implants; Cochlear implant procedure; Cognitive; Complex; Counseling; Devices; Diagnostic; Enrollment; Exhibits; Future; Growth; Hearing Aids; Implant; Individual; Individual Differences; K-Series Research Career Programs; Knowledge; Language; Light; Linguistics; Measures; Mentors; Modeling; Operative Surgical Procedures; Outcome; Patients; Performance; Peripheral; Population; Postoperative Period; Poverty; Process; Protocols documentation; Rehabilitation therapy; Research; Research Personnel; Research Priority; Research Project Grants; Semantics; Short-Term Memory; Signal Transduction; Source; Speech; Speech Sound; Testing; Training; United States; aging population; auditory deprivation; aural rehabilitation; base; cognitive function; cognitive process; cognitive skill; deaf; design; experience; hearing impairment; implantation; improved; improved outcome; individual patient; lexical; neglect; normal hearing; peer; phonology; phrases; preoperative counseling; processing speed; programs; rehabilitation strategy; sensory input; skills; speech recognition; success; syntax; temporal measurement

Project Summary/Abstract: Acquired hearing loss is becoming increasingly common, especially with the growth of the aging population. For many individuals, hearing loss is severe enough to warrant cochlear implantation. While many adults with cochlear implants (CIs) understand speech well through their devices, enormous unexplained variability exists in speech recognition outcomes. Unfortunately, because of this unexplained variability, clinicians are unable to predict how an individual will perform with a CI, to explain why someone has poor speech recognition with a CI, or to design appropriate rehabilitation strategies to help an individual with poor performance. Currently, only half of this outcome variability can be explained, and those factors that have been found to explain variability are limited primarily to “bottom-up” auditory sensitivity processes related to the CI itself, or the condition of the peripheral auditory system. However, it is likely that “top-down” cognitive and linguistic factors assist CI users to recognize speech. These factors should explain additional variability in CI outcomes, but they have not previously been a research focus in adult CI users. This project capitalizes on the expertise of investigators, mentors, and consultants with broad experience studying bottom-up and top-down processes. The overall project objective is to determine how top-down skills relate to speech recognition for adult CI users, how these skills interact with bottom-up processes, and how the experience of auditory deprivation affects top-down abilities. Aim 1 will examine the contributions of bottom-up auditory sensitivity and top-down linguistic knowledge on recognition of speech materials. Aim 2 will investigate the effects of top-down cognitive skills on sentence recognition. Aim 3 will compare top-down cognitive and linguistic skills between adult CI users and age- matched normal-hearing peers, which will reveal the effects of auditory deprivation on these top-down abilities. The findings from this research project will have important theoretical implications because they will shed light on the processes used by adults with hearing loss to recognize speech, as well as the effects of auditory deprivation on relevant top-down skills. The findings and training provided by the proposed career development award will enhance the PIs prospects as a future independent investigator seeking to improve outcomes for CI users. Results will lay the groundwork for future studies incorporating individualized rehabilitation protocols for adults with CIs to optimize their speech recognition performance.

项目概要/摘要： 后天性听力损失越来越普遍，特别是随着老龄化的增长 人口对于许多人来说，听力损失严重到足以保证人工耳蜗植入。而 许多植入人工耳蜗的成年人通过他们的设备很好地理解了语言， 在语音识别结果中存在无法解释的可变性。不幸的是，由于这种无法解释的 变异性，临床医生无法预测一个人将如何执行CI，以解释为什么有人 对于CI的语音识别能力较差的患者，或设计适当的康复策略来帮助他们， 个人表现不佳。目前，只有一半的结果变异性可以解释， 那些被发现可以解释变异性的因素主要局限于“自下而上”的听觉 与CI本身相关的敏感性过程，或外周听觉系统的状况。但 可能是“自上而下”的认知和语言因素帮助CI用户识别语音。这些因素 应该解释CI结果的额外可变性，但它们以前并不是研究的重点。 成人CI用户。该项目利用了调查人员、导师和顾问的专业知识， 在研究自下而上和自上而下的流程方面有着广泛的经验。项目的总体目标是 确定自上而下的技能如何与成人CI用户的语音识别相关，这些技能如何与 自下而上的过程，以及听觉剥夺的经历如何影响自上而下的能力。目标1将 研究自下而上的听觉敏感性和自上而下的语言知识对 语音材料的识别。目标2将考察自上而下的认知技能对句子的影响 识别.目标3将比较成人CI用户和年龄之间自上而下的认知和语言技能， 匹配正常听力的同龄人，这将揭示听觉剥夺对这些自上而下的影响。 能力.该研究项目的发现将具有重要的理论意义，因为它们 将阐明成年听力损失患者识别语言的过程，以及 听觉剥夺对自上而下技能的影响。拟议专家组的调查结果和提供的培训 职业发展奖将提高PI作为未来独立调查员的前景， 改善CI用户的结果。结果将为未来的研究奠定基础， 个性化的康复方案，以优化他们的语音识别性能。

项目成果

Preoperative Reading Efficiency as a Predictor of Adult Cochlear Implant Outcomes.

• DOI: 10.1097/mao.0000000000003722
• 发表时间: 2022-12-01
• 期刊: OTOLOGY & NEUROTOLOGY
• 影响因子: 2.1
• 作者: Moberly, Aaron C.;Afreen, Hajera;Schneider, Kara J.;Tamati, Terrin N.
• 通讯作者: Tamati, Terrin N.

Relations Between Self-reported Executive Functioning and Speech Perception Skills in Adult Cochlear Implant Users.

• DOI: 10.1097/mao.0000000000001679
• 发表时间: 2018-03
• 期刊: Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology
• 作者: Moberly AC;Patel TR;Castellanos I
• 通讯作者: Castellanos I

Preoperative Visual Measures of Verbal Learning and Memory and their Relations to Speech Recognition After Cochlear Implantation.

• DOI: 10.1097/aud.0000000000001155
• 发表时间: 2022
• 期刊: EAR AND HEARING
• 影响因子: 3.7
• 作者: Ray, Christin;Pisoni, David B.;Lu, Emily;Kronenberger, William G.;Moberly, Aaron C.
• 通讯作者: Moberly, Aaron C.

Development of the Basic Auditory Skills Evaluation Battery for Online Testing of Cochlear Implant Listeners.

开发用于人工耳蜗植入听者在线测试的基本听觉技能评估电池。

• DOI: 10.1044/2020_aja-19-00083
• 发表时间: 2020
• 期刊: American journal of audiology
• 影响因子: 1.8
• 作者: Shafiro,Valeriy;Hebb,Megan;Walker,Chad;Oh,Jasper;Hsiao,Ying;Brown,Kelly;Sheft,Stanley;Li,Yan;Vasil,Kara;Moberly,AaronC
• 通讯作者: Moberly,AaronC

Explaining Speech Recognition and Quality of Life Outcomes in Adult Cochlear Implant Users: Complementary Contributions of Demographic, Sensory, and Cognitive Factors.

• DOI: 10.1097/mao.0000000000002682
• 发表时间: 2020-08
• 期刊: Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotology
• 作者: Skidmore JA;Vasil KJ;He S;Moberly AC
• 通讯作者: Moberly AC