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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:
8678897
负责人:
Daniel Fogerty
金额:
$10.61万
依托单位国家:
美国
项目类别:
财政年份:
2012
资助国家:
美国
项目状态:
已结题
起止时间:
2012-07-01 至 2016-06-30

项目摘要

项目成果

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中文摘要
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英文摘要
DESCRIPTION (provided by applicant): Current progress in the programming and customization of assistive listening devices is limited due to an inadequate understanding of the context-dependent weighting of acoustic cues, the interference of these cues under adverse listening conditions, and the processing limitations imposed on these cues by aging and hearing impairment. This proposal targets this gap by identifying how older normal-hearing and hearing-impaired listeners use auditory cues during aided presentations for understanding speech in noise. The primary objectives of this project are to identify (1) the auditory cues that maximize speech understanding under adverse listening conditions, (2) how older listeners perceptually weight those cues, and (3) what auditory properties of the masking speech limit speech understanding the most. 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 in quiet, temporal envelope cues contribute most to speech intelligibility and are available for older listeners with aided hearing. However, in noise and competing speech the contribution of these acoustic cues are more limited, with the contribution of other cues becoming more important, such as the temporal fine structure, the processing of which may be limited by age or cochlear pathology. Specific Aim #1 addresses speech in continuous, interrupting, and speech-babble noise. Different listener groups enable the investigation of age, cochlear pathology, and amplification contributions to auditory perceptual weights. Correlational analysis will explore the relationship between perceptual weights, speech in noise performance, and cognitive abilities. Specific Aim #2 investigates temporal properties of the target and competing speech and how they interact. These experiments explore how temporal properties of the target talker facilitate speech understanding and properties of the competing talker interfere. Informational masking is also explored via time-reversed competition. The long-term goal of this project is to define acoustic parameters for enhanced programming of assistive hearing technology and identify individual weighting strategies to assist in future customization of these devices to capitalize on existing capabilities of the device and the listener. The significant contribution of this project is in identifying the speech cues that will be most informative for these listeners in different noisy conditions. The approach of this project is innovative. It uses novel signal processing strategies to independently vary complex temporal properties of speech via noisy signal extraction. Furthermore, it extends the 'glimpsing' theory of automatic speech recognition to the human understanding of speech from partial information. These innovations allow for the direct investigation of auditory temporal cue use during a competing talker paradigm, quite arguably the most difficult listening condition for older listeners.
期刊论文(9)
专著(0)
科研奖励(0)
会议论文
The Role of Fundamental Frequency and Temporal Envelope in Processing Sentences with Temporary Syntactic Ambiguities.
基本频率和时间包络在处理具有临时句法歧义的句子中的作用。
DOI: 10.1177/0023830916652649
发表时间: 2017
期刊: Language and speech
影响因子: 1.8
作者: [Sharpe,Victoria, Fogerty,Daniel, denOuden,Dirk-Bart]
通讯作者: denOuden,Dirk-Bart
Acoustic predictors of intelligibility for segmentally interrupted speech: temporal envelope, voicing, and duration.
分段中断语音清晰度的声学预测因子:时间包络、发声和持续时间。
DOI: 10.1044/1092-4388(2013/12-0203
发表时间: 2013
期刊: Journal of speech, language, and hearing research : JSLHR
影响因子: --
作者: [Fogerty,Daniel]
通讯作者: Fogerty,Daniel
Effect of initial-consonant intensity on the speed of lexical decisions.
声母强度对词汇决策速度的影响。
DOI: 10.3758/s13414-014-0624-4
发表时间: 2014
期刊: Attention, perception & psychophysics
影响因子: --
作者: [Fogerty,Daniel, Montgomery,AllenA, Crass,KimberleeA]
通讯作者: Crass,KimberleeA
DOI: 10.1016/j.wocn.2015.06.005
发表时间: 2015-09
期刊: Journal of phonetics
影响因子: 1.9
作者: [Fogerty D]
通讯作者: Fogerty D
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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