Padilla, A.; Piñero Sipán, MG.; Diego Antón, MD.; Ferrer Contreras, M.; González Téllez, A.; Ayllón, D.; Gil Pita, R.... (2014). Improving speech intelligibility in hearing aids. Part II: Quality assessment. Waves. 6:73-85. http://hdl.handle.net/10251/57900
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/57900
Title:
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Improving speech intelligibility in hearing aids. Part II: Quality assessment
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Author:
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Padilla, A.
Piñero Sipán, María Gemma
Diego Antón, María de
Ferrer Contreras, Miguel
González Téllez, Alberto
Ayllón, D.
Gil Pita, Roberto
Rosa Zurera, Manuel
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UPV Unit:
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Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
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Issued date:
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Abstract:
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[EN] Subjective tests are the most reliable methods for quantifying the perceived speech intelligibility, but the process to perform these tests usually is time consuming and cost expensive. For this reason, different ...[+]
[EN] Subjective tests are the most reliable methods for quantifying the perceived speech intelligibility, but the process to perform these tests usually is time consuming and cost expensive. For this reason, different objective measures have been proposed in the literature to evaluate the intelligibility and/or quality of speech in such a way that cooperation of human listeners is not necessary. In this paper, we describe a wide range of subjective tests reported in the literature, focusing on those proposed to evaluate speech intelligibility of Spanish language, not only for normal hearing listeners, but for hearing impaired as well. Afterwards we summarize the most common objective measures of speech quality, and finally we perform a comparison between them and some subjective speech intelligibility tests. In the subjective tests, clean Spanish speech material has been contaminated with different real background noises: cafeteria and outside traffic noise. Results show that Short-Time Objective Intelligibility (STOI) and Perceptual Evaluation of Speech Quality (PESQ) indices present a better correlation and a
lower mean square error when predicting intelligibility compared to other objective measures tested.
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Subjects:
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Speech intelligibility
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Speech quality
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Objective measures
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Subjective speech intelligibility tests
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Speech Spanish corpus
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Copyrigths:
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Reserva de todos los derechos
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Source:
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Waves. (issn:
1889-8297
)
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Publisher:
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Instituto de Telecomunicaciones y Aplicaciones Multimedia (ITEAM)
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Publisher version:
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http://www.iteam.upv.es/waves.php
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Project ID:
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info:eu-repo/grantAgreement/MINECO//TEC2012-38142-C04/
info:eu-repo/grantAgreement/GVA//PROMETEOII%2F2014%2F003/ES/Computación y comunicaciones de altas prestaciones y aplicaciones en ingeniería/
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Thanks:
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This work has been supported by European Union ERDF and Spanish Government through TEC2012-38142-C04 project, and Generalitat Valenciana through PROMETEOII/2014/003 project. Participation of author A. Padilla has been ...[+]
This work has been supported by European Union ERDF and Spanish Government through TEC2012-38142-C04 project, and Generalitat Valenciana through PROMETEOII/2014/003 project. Participation of author A. Padilla has been supported by a postdoctoral fellowship from Conacyt (Mexico). The authors wish to acknowledge Prof. Felipe Orduña for his insightful comments that contributed to improve the manuscript, and to everyone who
participated in the listening tests.
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Type:
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Artículo
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