<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01513779</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-21T05:57:29+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">An Effective Approach for Vocal Melody Extraction from Polyphonic Music on GPU</title>
            <author role="aut">
              <persName>
                <forename type="first">Guangchao</forename>
                <surname>Yao</surname>
              </persName>
              <idno type="halauthorid">1163998-0</idno>
              <affiliation ref="#struct-351739"/>
              <affiliation ref="#struct-440676"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yao</forename>
                <surname>Zheng</surname>
              </persName>
              <idno type="halauthorid">1163999-0</idno>
              <affiliation ref="#struct-351739"/>
              <affiliation ref="#struct-440676"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Limin</forename>
                <surname>Xiao</surname>
              </persName>
              <email type="md5">4c8298a92987d96ec61a1b18a44b3e50</email>
              <email type="domain">buaa.edu.cn</email>
              <idno type="idhal" notation="numeric">1006934</idno>
              <idno type="halauthorid" notation="string">1164002-1006934</idno>
              <affiliation ref="#struct-351739"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Li</forename>
                <surname>Ruan</surname>
              </persName>
              <idno type="halauthorid">1163996-0</idno>
              <affiliation ref="#struct-351739"/>
              <affiliation ref="#struct-440676"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Zhen</forename>
                <surname>Lin</surname>
              </persName>
              <idno type="halauthorid">985751-0</idno>
              <affiliation ref="#struct-351739"/>
              <affiliation ref="#struct-440676"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Junjie</forename>
                <surname>Peng</surname>
              </persName>
              <email type="md5">5fff75156dfb04a58b781015bf62d79e</email>
              <email type="domain">buaa.edu.cn</email>
              <idno type="idhal" notation="numeric">1006932</idno>
              <idno type="halauthorid" notation="string">1163997-1006932</idno>
              <affiliation ref="#struct-414521"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Hal</forename>
                <surname>Ifip</surname>
              </persName>
              <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
              <email type="domain">inria.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2017-04-25 14:33:44</date>
              <date type="whenModified">2026-01-16 09:30:02</date>
              <date type="whenReleased">2017-04-25 14:35:49</date>
              <date type="whenProduced">2013-09-19</date>
              <date type="whenEndEmbargoed">2016-01-01</date>
              <ref type="file" target="https://inria.hal.science/hal-01513779v1/document">
                <date notBefore="2016-01-01"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-01513779v1/file/978-3-642-40820-5_24_Chapter.pdf" id="file-1513779-1574944">
                <date notBefore="2016-01-01"/>
              </ref>
              <ref type="externalLink" target="https://link.springer.com/content/pdf/10.1007%2F978-3-642-40820-5_24.pdf"/>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="200187">
                <persName>
                  <forename>Hal</forename>
                  <surname>Ifip</surname>
                </persName>
                <email type="md5">2073ac78024b6e13f2714db96e9b1e63</email>
                <email type="domain">inria.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01513779</idno>
            <idno type="halUri">https://inria.hal.science/hal-01513779</idno>
            <idno type="halBibtex">yao:hal-01513779</idno>
            <idno type="halRefHtml">&lt;i&gt;10th International Conference on Network and Parallel Computing (NPC)&lt;/i&gt;, Sep 2013, Guiyang, China. pp.284-297, &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-642-40820-5_24"&gt;&amp;#x27E8;10.1007/978-3-642-40820-5_24&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">10th International Conference on Network and Parallel Computing (NPC), Sep 2013, Guiyang, China. pp.284-297, &amp;#x27E8;10.1007/978-3-642-40820-5_24&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 - Attribution<ref corresp="#file-1513779-1574944"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="IFIP-LNCS" corresp="IFIP">IFIP - Lecture Notes in Computer Science</idno>
            <idno type="stamp" n="IFIP">IFIP - International Federation for Information Processing</idno>
            <idno type="stamp" n="IFIP-NPC">IFIP-NPC</idno>
            <idno type="stamp" n="IFIP-LNCS-8147" corresp="IFIP-LNCS">Network and Parallel Computing</idno>
          </seriesStmt>
          <notesStmt>
            <note type="commentary">Part 4: Session 4: Multi-core Computing and GPU</note>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">An Effective Approach for Vocal Melody Extraction from Polyphonic Music on GPU</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Guangchao</forename>
                    <surname>Yao</surname>
                  </persName>
                  <idno type="halauthorid">1163998-0</idno>
                  <affiliation ref="#struct-351739"/>
                  <affiliation ref="#struct-440676"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yao</forename>
                    <surname>Zheng</surname>
                  </persName>
                  <idno type="halauthorid">1163999-0</idno>
                  <affiliation ref="#struct-351739"/>
                  <affiliation ref="#struct-440676"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Limin</forename>
                    <surname>Xiao</surname>
                  </persName>
                  <email type="md5">4c8298a92987d96ec61a1b18a44b3e50</email>
                  <email type="domain">buaa.edu.cn</email>
                  <idno type="idhal" notation="numeric">1006934</idno>
                  <idno type="halauthorid" notation="string">1164002-1006934</idno>
                  <affiliation ref="#struct-351739"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Li</forename>
                    <surname>Ruan</surname>
                  </persName>
                  <idno type="halauthorid">1163996-0</idno>
                  <affiliation ref="#struct-351739"/>
                  <affiliation ref="#struct-440676"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Zhen</forename>
                    <surname>Lin</surname>
                  </persName>
                  <idno type="halauthorid">985751-0</idno>
                  <affiliation ref="#struct-351739"/>
                  <affiliation ref="#struct-440676"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Junjie</forename>
                    <surname>Peng</surname>
                  </persName>
                  <email type="md5">5fff75156dfb04a58b781015bf62d79e</email>
                  <email type="domain">buaa.edu.cn</email>
                  <idno type="idhal" notation="numeric">1006932</idno>
                  <idno type="halauthorid" notation="string">1163997-1006932</idno>
                  <affiliation ref="#struct-414521"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">Lecture Notes in Computer Science</title>
                <meeting>
                  <title>10th International Conference on Network and Parallel Computing (NPC)</title>
                  <date type="start">2013-09-19</date>
                  <date type="end">2013-09-21</date>
                  <settlement>Guiyang</settlement>
                  <country key="CN">China</country>
                </meeting>
                <editor>Ching-Hsien Hsu</editor>
                <editor>Xiaoming Li</editor>
                <editor>Xuanhua Shi</editor>
                <editor>Ran Zheng</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Network and Parallel Computing</biblScope>
                  <biblScope unit="volume">LNCS-8147</biblScope>
                  <biblScope unit="pp">284-297</biblScope>
                  <date type="datePub">2013</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-642-40820-5_24</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>Melody extraction from polyphonic music is a valuable but difficult problem in music information retrieval. The extraction incurs a large computational cost that limits its application. Growing processing cores and increased bandwidth have made GPU an ideal candidate for the development of fine-grained parallel algorithms. In this paper, we present a parallel approach for salience-based melody extraction from polyphonic music using CUDA. For 21 seconds of polyphonic clip, the extraction time is cut from 3 seconds to 33 milliseconds using NVIDIA GeForce GTX 480 which is up to 100 times faster. The increased performance allows the melody extraction to be carried out for real-time applications. Furthermore, the evaluation of the extraction on huge datasets is also possible. We give insight into how such significant speed gains are made and encourage the development and adoption of GPU in music information retrieval field.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="institution" xml:id="struct-351739" status="VALID">
          <orgName>State key Laboratory of Software Development Environment [Beijing]</orgName>
          <desc>
            <address>
              <addrLine>37 Xueyuan Road, Haidian District, Beijing, P.R. China, 100191</addrLine>
              <country key="CN"/>
            </address>
            <ref type="url">https://ev.buaa.edu.cn/info/1035/1862.htm</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-440676" status="VALID">
          <orgName>School of Computer Science and Engineering [Beijing]</orgName>
          <desc>
            <address>
              <addrLine>Beijing China</addrLine>
              <country key="CN"/>
            </address>
          </desc>
          <listRelation>
            <relation active="#struct-411674" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-414521" status="VALID">
          <orgName>School of Computer Engineering and Science [Shanghai]</orgName>
          <desc>
            <address>
              <addrLine>Shanghai UniversityXingjian Building, No. 149Yanchang Road, Shanghai 200072</addrLine>
              <country key="CN"/>
            </address>
            <ref type="url">http://www.shu.edu.cn/Default.aspx?tabid=8939</ref>
          </desc>
          <listRelation>
            <relation active="#struct-323305" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-411674" status="VALID">
          <idno type="ROR">https://ror.org/00wk2mp56</idno>
          <orgName>Beihang University</orgName>
          <orgName type="acronym">BUAA</orgName>
          <desc>
            <address>
              <addrLine>Beijing 100083 PR China</addrLine>
              <country key="CN"/>
            </address>
            <ref type="url">https://ev.buaa.edu.cn/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-323305" status="VALID">
          <idno type="ROR">https://ror.org/006teas31</idno>
          <orgName>Shanghai University</orgName>
          <desc>
            <address>
              <addrLine>99 Shangda Road, BaoShan District, Shanghai</addrLine>
              <country key="CN"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>