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Frequency shifting approach towards textual transcription of heartbeat sounds


Citation

Arvin, Farshad and C. Doraisamy, Shyamala and Khorasani, Ehsan Safar (2011) Frequency shifting approach towards textual transcription of heartbeat sounds. Biological Procedures Online, 13. art. no. 7. pp. 1-7. ISSN 1480-9222

Abstract / Synopsis

Auscultation is an approach for diagnosing many cardiovascular problems. Automatic analysis of heartbeat sounds and extraction of its audio features can assist physicians towards diagnosing diseases. Textual transcription allows recording a continuous heart sound stream using a text format which can be stored in very small memory in comparison with other audio formats. In addition, a text-based data allows applying indexing and searching techniques to access to the critical events. Hence, the transcribed heartbeat sounds provides useful information to monitor the behavior of a patient for the long duration of time. This paper proposes a frequency shifting method in order to improve the performance of the transcription. The main objective of this study is to transfer the heartbeat sounds to the music domain. The proposed technique is tested with 100 samples which were recorded from different heart diseases categories. The observed results show that, the proposed shifting method significantly improves the performance of the transcription.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1186/1480-9222-13-7
Publisher: BioMed Central
Keywords: Heartbeat sounds; Textual transcription; Frequency shifting
Depositing User: Nabilah Mustapa
Date Deposited: 08 Jun 2016 08:55
Last Modified: 08 Jun 2016 08:55
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1186/1480-9222-13-7
URI: http://psasir.upm.edu.my/id/eprint/22458
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