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Deep Learning Methods for Unsupervised Acoustic Modeling using GMM posteriograms (system #1)

Ansari TK; Sonali Singh; Rajath Kumar; Sriram Ganapathy


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  <identifier identifierType="DOI">10.5281/zenodo.823688</identifier>
  <creators>
    <creator>
      <creatorName>Ansari TK</creatorName>
      <affiliation>LEAP Lab, Indian Institute of Science</affiliation>
    </creator>
    <creator>
      <creatorName>Sonali Singh</creatorName>
      <affiliation>LEAP Lab, Indian Institute of Science</affiliation>
    </creator>
    <creator>
      <creatorName>Rajath Kumar</creatorName>
      <affiliation>LEAP Lab, Indian Institute of Science</affiliation>
    </creator>
    <creator>
      <creatorName>Sriram Ganapathy</creatorName>
      <affiliation>LEAP Lab, Indian Institute of Science</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Deep Learning Methods for Unsupervised Acoustic Modeling using GMM posteriograms  (system #1)</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2017</publicationYear>
  <subjects>
    <subject>zerospeech</subject>
    <subject>autoencoder</subject>
    <subject>GMM</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2017-07-06</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
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  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.823687</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/zerospeech2017</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;System combination of autoencoder and GMM-DNN features.  &lt;/p&gt;</description>
  </descriptions>
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