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Maximizing speech recognition under adverse listening conditions

Maximizing speech recognition under adverse listening conditions
在不利的聆听条件下最大限度地提高语音识别能力
批准号:
10263633
负责人:
Daniel Fogerty
金额:
$30.51万
依托单位国家:
美国
项目类别:
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-07-01 至 2023-06-30

项目摘要

项目成果

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中文摘要
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英文摘要
Project Summary/Abstract Currently, little is understood about the interactions of temporal processing abilities, hearing loss, and amplification or how these factors impair transmission of the speech temporal envelope and exacerbate temporal masking. This proposal targets this knowledge gap by defining the acoustic and perceptual cues that determine how older adults with normal and impaired hearing with and without amplification use the temporal envelope for speech recognition in challenging conditions. Effects of age and hearing loss will be assessed by defining suprathreshold contributions from temporal processing and cognitive abilities. The central aim is to examine and identify the most informative auditory cues when only partial speech information is available in noisy environments for older listeners when audibility is restored. The central hypothesis is that communication abilities in realistic listening environments can be maintained or improved by preserving temporal envelope properties of specific speech events and by reducing modulation masking. Aim 1 will determine the acoustic and perceptual contribution of temporal envelope cues within specific speech events. Five different listener groups enable the investigation of age, cochlear pathology, and amplification contributions to speech recognition based on specific temporal properties of the speech envelope. These properties will be isolated using combined temporal filtering and amplitude compression methods. Aim 2 will assess the acoustic and perceptual consequences of speech modulation masking imposed by the temporal envelope of a single competing talker. Extended glimpsing models will acoustically define preserved amplitude and frequency modulations during modulation masking for natural and vocoded (i.e., envelope-only) sentences. Aim 3 will determine the acoustic and perceptual consequences related to the temporal effects of spectral shaping, which represents the minimum processing of hearing aids used to ensure audibility, for varying degrees of hearing loss severity. The long-term goal of this project is to define acoustic parameters for enhanced hearing aid programming in modulated noise, such as a competing talker, and identify individual processing abilities to assist in future customization of these devices and auditory training protocols. The significant contribution of this project is in defining the key acoustic properties of the speech temporal envelope that must be preserved to maximize speech recognition in temporally complex noise by older adults with hearing loss and concomitant suprathreshold temporal processing deficits. This project implements an innovative theoretical framework to guide acoustic analyses and define the perceptual processing of speech temporal envelope modulation in the presence of a temporally complex competing signal. These innovations allow for the direct investigation of the effects of amplification on speech modulation masking for individual temporal properties of the speech signal due to a single competing talker, quite arguably the most difficult listening condition for older listeners.
期刊论文(17)
专著(0)
科研奖励(0)
会议论文
The Perceptual Contribution of Consonants and Vowels to Sentence Recognition: Effect of Dialect Variation in American English.
辅音和元音对句子识别的感知贡献:美式英语方言变化的影响。
DOI: --
发表时间: 2019
期刊: Proceedings of the ... International Congress of Phonetic Sciences. International Congress of Phonetic Sciences
影响因子: --
作者: [Fogerty,Daniel]
通讯作者: Fogerty,Daniel
DOI: 10.1121/10.0017648
发表时间: 2023-03
期刊: JASA EXPRESS LETTERS
影响因子: 1
作者: [Edraki, Amin, Chan, Wai-Yip, Fogerty, Daniel, Jensen, Jesper]
通讯作者: Jensen, Jesper
Combining partial information from speech and text.
结合语音和文本的部分信息。
DOI: 10.1121/10.0000748
发表时间: 2020
期刊: The Journal of the Acoustical Society of America
影响因子: --
作者: [Fogerty,Daniel, Iftikhar,Irraj, Madorskiy,Rachel]
通讯作者: Madorskiy,Rachel
DOI: 10.1109/taslp.2020.3039929
发表时间: 2021
期刊: IEEE/ACM transactions on audio, speech, and language processing
影响因子: --
作者: [Edraki A, Chan WY, Jensen J, Fogerty D]
通讯作者: Fogerty D
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    Maximizing speech recognition under adverse listening conditions
    Maximizing speech recognition under adverse listening conditions
    Maximizing Speech Recognition Under Adverse Listening Conditions
    Maximizing Speech Recognition Under Adverse Listening Conditions
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