Smartphone-Assisted Adaptive Speech Enhancement and Auditory Training of Hearing
Smartphone-Assisted Adaptive Speech Enhancement and Auditory Training of Hearing
批准号:
8884694
负责人:
Issa Panahi
金额:
$26.12万
依托单位国家:
美国
项目类别:
财政年份:
2014
资助国家:
美国
项目状态:
已结题
起止时间:
2014-06-01 至 2016-05-31
关键词:
AddressAgeAlgorithmsAuditoryCellular PhoneCharacteristicsClassificationClinical DataCommunicationComplexCrowdingDataDevelopmentDevicesEducational process of instructingEmergency SituationEnvironmentEnvironmental WindFoodFrequenciesFutureGoalsHealthHearingHearing AidsHearing problemIndividualMeasuresMemoryMethodsNoiseOutcomeOutcome StudyPerceptionPerformancePower SourcesProcessProtocols documentationReportingResearchResearch ActivityResidual stateResolutionRestaurantsRunningSignal TransductionSolutionsSourceSpeechSpeech IntelligibilityTechnologyTestingTrainingTraining ProgramsVoiceWireless TechnologyWorkbasecomputing resourcesdesignflexibilityhearing impairmentimprovedinnovationinstrumentprogramssignal processingsimulationsoundtrafficking
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): Existing hearing aid devices (HAD) with built-in processors and features perform multiple signal processing tasks. However, due to design constraints such as device size, computational capability of processors, memory size, and number of microphones, application of more sophisticated signal processing algorithms that could improve performance of HAD are either oversimplified or ignored. To circumvent these design constraints, we propose the use of smartphone and wireless technologies to assist and improve performance of HAD. The thrust of this proposal is to provide an assistive processing paradigm for enhancing the quality and intelligibility of speech for an individual HAD user in various noisy environments. The proposed research activity takes a two-pronged approach under one overarching principle: improvement of performance of HAD for individual user by utilizing the capabilities of smartphone and wireless technologies. The first component of research provides an alternative approach where the signal processing tasks of the HAD processors are assisted and enhanced by the adaptive algorithms run on the processor of a smartphone. The proposed approach will have the advantage of tapping into the computing resources, features, and microphones of smartphone for running complex signal processing algorithms without placing heavy computation and memory burdens on the signal processors of HAD. When the smartphone is not in use, the HAD operates alone running the previously saved-in algorithms. The second component of research is complementary to the first research component. It is on specific application of interactive auditory training methods for the individua user of HAD. The auditory training algorithm resides on the smartphone and is available to the user as a new application. By running this application at the user discretion, the HAD user can train his hearing ability for better perception and recognition of spoken words in the speech that might be corrupted by various types of residual or interrupting short-duration noise signals. An innovation of the proposed study lies in that while the first research component improves enhancement of quality and intelligibility of speech simultaneously, the second research component individualizes the HAD through user controls. The development of interactive auditory training protocols which can be operated on a smartphone is innovative because it takes advantage of commonly used technology. Therefore, the users are more receptive to engage in the training programs because it is readily available and can be done in brief moments, frequently throughout the day. For example, some may even engage in training while waiting for a bus or while in line to order food. The proposed research offers the users a personalized and individually tunable application of HAD with improved performance. Furthermore, application of smartphone working wirelessly with HAD offers a flexible platform for educational purposes, teaching, and future research innovations. The proposed study and its outcomes will pave the way for many new research ideas and useful development to help people of different age with hearing disorders in future.
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Smartphone-Based Open Research Platform for Hearing Improvement Studies
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批准号:9153158
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项目类别:
-
资助金额:$38.35万
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财政年份:2016
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负责人:Issa Panahi
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依托单位:
国内基金
海外基金
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