Dataset Open Access

TUT Rare sound events, Development dataset

Diment, Aleksandr; Mesaros, Annamaria; Heittola, Toni; Virtanen, Tuomas


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{
  "description": "<p>TUT Rare Sound events 2017, development dataset consists of source files for creating mixtures of rare sound events (classes baby cry, gun shot, glass break) with background audio, as well a set of readily generated mixtures and recipes for generating them.</p>\n\n<p>The &quot;source&quot; part of the dataset consists of two subsets:</p>\n\n<ul>\n\t<li>background recordings from 15 different acoustic scenes,</li>\n\t<li>recordings with the target rare sound events from three classes, accompanied by annotations of their temporal occurrences,</li>\n\t<li>a set of meta files providing the cross-validation setup: lists of background and target event recordings split into training and test subsets (called &quot;devtrain&quot; and &quot;devtest&quot;, respectively, indicating they are provided as the development dataset, as opposed to the evaluation dataset released separately).&nbsp;</li>\n</ul>\n\n<p>The mixture set consists of two subsets (training and testing), each containing ~1500 mixtures (~500 per target class in each subset, with half of the mixtures not containing any target class events).&nbsp;</p>\n\n<p>&nbsp;</p>\n\n<p>The collection of the background recording data has been financially supported by European Research Council under the European Unions H2020 Framework Programme through ERC Grant Agreement 637422 EVERYSOUND.</p>", 
  "license": "", 
  "creator": [
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Diment, Aleksandr"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Mesaros, Annamaria"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Heittola, Toni"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Virtanen, Tuomas"
    }
  ], 
  "url": "https://zenodo.org/record/401395", 
  "datePublished": "2017-03-21", 
  "contributor": [
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Fagerlund, Eemi"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Hiltunen, Aku"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Diment, Aleksandr"
    }
  ], 
  "keywords": [
    "computational auditory scene analysis", 
    "sound event detection", 
    "audio", 
    "rare events"
  ], 
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  "@type": "Dataset", 
  "name": "TUT Rare sound events, Development dataset"
}
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