| Abstract
|
<p>The aim of this study was to comp … <p>The aim of this study was to compare acoustic and throat microphones in the voice pathology detection task. Recordings of sustained phonation /a/ were used in the study. Each recording was characterized by a rather large set of diverse features, 1051 features in total. Classification into two classes, namely normal and pathological, was performed using random forest committees. Models trained using data obtained from the throat microphone provided lower classification accuracy. This is probably due to a narrower frequency range of the throat microphone leading to loss of important information.</p>o loss of important information.</p>
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| Author
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Jonas Minelga +
, Adas Gelzinis +
, Evaldas Vaiciukynas +
, Antanas Verikas +
, Marija Bacauskiene +
, Evaldas Padervinskis +
, Virgilijus Uloza +
|
| Conference
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ECT 2014 – The 9th International Conference on Electrical and Control Technologies, Kaunas, Lithuania, 8-9 May, 2014
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| Diva
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http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:765891
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| EndPage
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53 +
|
| HostPublication
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Electrical and Control Technologies : Proceedings of the 9th International Conference on Electrical and Control Technologies ECT-2014 +
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| PublicationType
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Conference Paper +
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| Publisher
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Kaunas University of Technology +
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| Series
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Electrical and Control Technologies +
|
| StartPage
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50 +
|
| Title
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Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
|
| Year
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2014 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
, Publications:Comparing Throat and Acoustic Microphones for Laryngeal Pathology Detection from Human Voice +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:40:40 +
|
