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    <title>topic Re: Sending Audio Features through Machine Learning Model in Spotify for Developers</title>
    <link>https://community.spotify.com/t5/Spotify-for-Developers/Sending-Audio-Features-through-Machine-Learning-Model/m-p/6291163#M14871</link>
    <description>&lt;P&gt;Hi,&lt;BR /&gt;&lt;BR /&gt;Just a side note: I believe Spotify use these models for extracting audio features:&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="https://essentia.upf.edu/models.html" target="_blank"&gt;&lt;SPAN&gt;https://essentia.upf.edu/models.html&lt;/SPAN&gt;&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Mon, 26 Aug 2024 08:02:40 GMT</pubDate>
    <dc:creator>csipapicsa</dc:creator>
    <dc:date>2024-08-26T08:02:40Z</dc:date>
    <item>
      <title>Sending Audio Features through Machine Learning Model</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Sending-Audio-Features-through-Machine-Learning-Model/m-p/5867522#M12587</link>
      <description>&lt;P&gt;&lt;STRONG&gt;Plan&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;Free&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Country&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;United States&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;My Question or Issue&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;For a personal project, I wanted to use a pre-trained ML model to run predictions off of the audio features of a song. I won't be using the audio features to train the model or even update it in the future, I just want to make predictions based on the audio features of the song. For reference I found an open source dataset on Kaggle that I'll be using to train the model and then using the trained model to create predictions on any new song that I give to the model. Is this against the Spotify developer terms? I want to reiterate that I won't be using and data from the API to train or even update the model.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Tue, 06 Feb 2024 02:37:59 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Sending-Audio-Features-through-Machine-Learning-Model/m-p/5867522#M12587</guid>
      <dc:creator>john_gorri</dc:creator>
      <dc:date>2024-02-06T02:37:59Z</dc:date>
    </item>
    <item>
      <title>Re: Sending Audio Features through Machine Learning Model</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Sending-Audio-Features-through-Machine-Learning-Model/m-p/6291163#M14871</link>
      <description>&lt;P&gt;Hi,&lt;BR /&gt;&lt;BR /&gt;Just a side note: I believe Spotify use these models for extracting audio features:&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="https://essentia.upf.edu/models.html" target="_blank"&gt;&lt;SPAN&gt;https://essentia.upf.edu/models.html&lt;/SPAN&gt;&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 26 Aug 2024 08:02:40 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Sending-Audio-Features-through-Machine-Learning-Model/m-p/6291163#M14871</guid>
      <dc:creator>csipapicsa</dc:creator>
      <dc:date>2024-08-26T08:02:40Z</dc:date>
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