OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Automatic intelligibility measures applied to speech signals simulating age-related hearing loss

Fontan, Lionel and Farinas, Jérôme and Ferrané, Isabelle and Pinquier, Julien and Aumont, Xavier Automatic intelligibility measures applied to speech signals simulating age-related hearing loss. (2015) In: 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015), 6 September 2015 - 10 September 2015 (Dresden, Germany).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
174kB

Official URL: http://www.isca-speech.org/archive/interspeech_2015/papers/i15_0663.pdf

Abstract

This research work forms the first part of a long-term project designed to provide a framework for facilitating hearing aids tuning. The present study focuses on the setting up of automatic measures of speech intelligibility for the recognition of isolated words and sentences. Both materials were degraded in order to simulate presbycusis effects on speech perception. Automatic measures based on an Automatic Speech Recognition (ASR) system were applied to an audio corpus simulating the effects of presbycusis at nine severity stages. The results are compared to reference intelligibility scores collected from 60 French listeners. The aim of this system being to produce measures as close as possible to human behaviour, good performances were achieved since strong correlations between subjective and objective scores are observed.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to International Speech Communication Association (ISCA). The definitive version is available at: http://www.isca-speech.org/archive/interspeech_2015/ ISSN: 1990-9770 The original PDF is available at: http://www.isca-speech.org/archive/interspeech_2015/papers/i15_0663.pdf
HAL Id:hal-01343047
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Archean Technologies (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:22 Jun 2016 11:24

Repository Staff Only: item control page