Dataset Open Access
Diment, Aleksandr; Mesaros, Annamaria; Heittola, Toni; Virtanen, Tuomas
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sound events, Development dataset</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-tut-arg</subfield> </datafield> <datafield tag="536" ind1=" " ind2=" "> <subfield code="c">637422</subfield> <subfield code="a">Computational Analysis of Everyday Soundscapes</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="a">Other (Non-Commercial)</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><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> <p>The &quot;source&quot; part of the dataset consists of two subsets:</p> <ul> <li>background recordings from 15 different acoustic scenes,</li> <li>recordings with the target rare sound events from three classes, accompanied by annotations of their temporal occurrences,</li> <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> </ul> <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> <p>&nbsp;</p> <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></subfield> </datafield> <datafield 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