PROTOTYPING A VIBRATO-AWARE QUERY-BY-HUMMING (QBH) MUSIC INFORMATION RETRIEVAL SYSTEM FOR MOBILE COMMUNICATION DEVICES: CASE OF CHROMATIC HARMONICA

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BORNA KEIVAN; ALIMOHAMMADI DARIUSH

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Journal: HUMAN INFORMATION INTERACTION Year:2017 | Volume:4 | Issue:4 Page(s): 16-26

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Title

PROTOTYPING A VIBRATO-AWARE QUERY-BY-HUMMING (QBH) MUSIC INFORMATION RETRIEVAL SYSTEM FOR MOBILE COMMUNICATION DEVICES: CASE OF CHROMATIC HARMONICA

Author(s)

BORNA KEIVAN | ALIMOHAMMADI DARIUSH | Issue Writer Certificate

Keywords

SIMULATIONQ1

QUERY-BY-HUMMING MUSIC INFORMATION RETRIEVAL SYSTEMQ1

VIBRATOQ2

MOBILE COMMUNICATION DEVICEQ1

CHROMATIC HARMONICAQ1

Abstract

Background and Aim: The current research aims at prototyping QUERY-BY-HUMMING MUSIC INFORMATION RETRIEVAL SYSTEMs for smart phones.Methods: This multi-method research follows SIMULATION technique from mixed models of the operations research methodology, and the documentary research method, simultaneously.Two CHROMATIC HARMONICA albums comprised the research population. To achieve the purpose of research, 24 homophonic tracks were splitted by usingHelium Audio Splitter software.The splits were processed bySonic Visualiser software; and 168 XML documents were produced.On the other hand, 4 research participants hummed and recorded splits. Hummed tracks were converted by usingAMR to MP3 Converter software, processed by Sonic Visualiser, and resulted in 672 XML documents.MATLAB software was learned by the first group of XML documents (168), and then, processed the second group of XML documents (672) for providing desirable outputs. Outputs were compared by usingImage Comparer software.Results: Findings indicated a high degree of similarity (99%) between outputs of two groups of XML documents. It has also been found that the gender and the music skill do not have any impact on the results.Conclusion: It could be acknowledged that designing query-by-humming systems based on converting audio to XML documents, and document matching, is an appropriate strategy towards developing music retrieval applications for smart phones.

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APA: Copy

BORNA, KEIVAN, & ALIMOHAMMADI, DARIUSH. (2017). PROTOTYPING A VIBRATO-AWARE QUERY-BY-HUMMING (QBH) MUSIC INFORMATION RETRIEVAL SYSTEM FOR MOBILE COMMUNICATION DEVICES: CASE OF CHROMATIC HARMONICA. HUMAN INFORMATION INTERACTION, 4(4 ), 16-26. SID. https://sid.ir/paper/260329/en

Vancouver: Copy

BORNA KEIVAN, ALIMOHAMMADI DARIUSH. PROTOTYPING A VIBRATO-AWARE QUERY-BY-HUMMING (QBH) MUSIC INFORMATION RETRIEVAL SYSTEM FOR MOBILE COMMUNICATION DEVICES: CASE OF CHROMATIC HARMONICA. HUMAN INFORMATION INTERACTION[Internet]. 2017;4(4 ):16-26. Available from: https://sid.ir/paper/260329/en

IEEE: Copy

KEIVAN BORNA, and DARIUSH ALIMOHAMMADI, “PROTOTYPING A VIBRATO-AWARE QUERY-BY-HUMMING (QBH) MUSIC INFORMATION RETRIEVAL SYSTEM FOR MOBILE COMMUNICATION DEVICES: CASE OF CHROMATIC HARMONICA,” HUMAN INFORMATION INTERACTION, vol. 4, no. 4 , pp. 16–26, 2017, [Online]. Available: https://sid.ir/paper/260329/en

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