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TUT Acoustic Scenes 2017 Features

Heittola, Toni; Mesaros, Annamaria; Virtanen, Tuomas


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    <dct:title>TUT Acoustic Scenes 2017 Features</dct:title>
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    <dcat:keyword>computational auditory scene analysis</dcat:keyword>
    <dcat:keyword>acoustic scene classification</dcat:keyword>
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    <dct:description>&lt;p&gt;TUT Acoustic Scenes features dataset consists of feature matrices extracted for 10-seconds audio segments from 15 acoustic scenes:&amp;nbsp;&lt;/p&gt; &lt;ul&gt; &lt;li&gt;Bus - traveling by bus in the city (vehicle)&lt;/li&gt; &lt;li&gt;Cafe / Restaurant - small cafe/restaurant (indoor)&lt;/li&gt; &lt;li&gt;Car - driving or traveling as a passenger, in the city (vehicle)&lt;/li&gt; &lt;li&gt;City center (outdoor)&lt;/li&gt; &lt;li&gt;Forest path (outdoor)&lt;/li&gt; &lt;li&gt;Grocery store - medium size grocery store (indoor)&lt;/li&gt; &lt;li&gt;Home (indoor)&lt;/li&gt; &lt;li&gt;Lakeside beach (outdoor)&lt;/li&gt; &lt;li&gt;Library (indoor)&lt;/li&gt; &lt;li&gt;Metro station (indoor)&lt;/li&gt; &lt;li&gt;Office - multiple persons, typical work day (indoor)&lt;/li&gt; &lt;li&gt;Residential area (outdoor)&lt;/li&gt; &lt;li&gt;Train (traveling, vehicle)&lt;/li&gt; &lt;li&gt;Tram (traveling, vehicle)&lt;/li&gt; &lt;li&gt;Urban park (outdoor)&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;Dataset is split into **Train set** and **Test set**. Each acoustic scene in the Train set has 300 segments, and Test set has 100 segments. The dataset contains similar material to other TUT Acoustic Scenes 2017 datasets: TUT Acoustic Scenes 2017 development dataset and TUT Acoustic Scenes 2017 evaluation dataset. All these &amp;nbsp;datasets are composed from same pool of original audio recordings, but exact audio segments selected for the datasets differ.&amp;nbsp;&lt;/p&gt;</dct:description>
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