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    <title>topic Re: Clarification on using Spotify data with AI/ML models in Spotify for Developers</title>
    <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040149#M13678</link>
    <description>&lt;P&gt;Maybe this is interesting to you:&amp;nbsp;&lt;A href="https://everynoise.com/countries.html" target="_blank" rel="noopener"&gt;Every Noise at Once · Genres by Country&lt;/A&gt;&lt;/P&gt;&lt;P&gt;You can use that in combination with the &lt;A href="https://developer.spotify.com/documentation/web-api/reference/get-users-top-artists-and-tracks" target="_blank" rel="noopener"&gt;Get User's Top Items&lt;/A&gt;:Artists endpoint to get user's top genres.&lt;/P&gt;</description>
    <pubDate>Wed, 01 May 2024 05:53:47 GMT</pubDate>
    <dc:creator>Ximzend</dc:creator>
    <dc:date>2024-05-01T05:53:47Z</dc:date>
    <item>
      <title>Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6033126#M13651</link>
      <description>&lt;P&gt;Clause 14 of the Spotify Developer Policy states:&lt;/P&gt;&lt;P&gt;"Do not use the Spotify Platform or any Spotify Content to train a machine learning or AI model or otherwise ingest Spotify Content into a machine learning or AI model."[1]&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;I am looking to build an app that uses AI to create personalized travel recommendations based on a user's Spotify listening history. However, this policy seems to prohibit using Spotify data to train AI models.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Could the Spotify Developer Relations team please clarify if there are any exceptions or alternative approaches that would allow using Spotify data with AI/ML models while still complying with the policy? I would be happy to discuss my specific use case further.&lt;/P&gt;&lt;P&gt;Thank you for your guidance on navigating this policy while building innovative apps that enhance the Spotify experience for users.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Sat, 27 Apr 2024 19:57:02 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6033126#M13651</guid>
      <dc:creator>Ankisharmauk</dc:creator>
      <dc:date>2024-04-27T19:57:02Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6034833#M13657</link>
      <description>&lt;P&gt;There isn't an exception.&lt;/P&gt;</description>
      <pubDate>Sun, 28 Apr 2024 18:54:05 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6034833#M13657</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2024-04-28T18:54:05Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6039265#M13670</link>
      <description>&lt;P&gt;it doesnt make sense, other apps are able to use spotify content to retrain models. Who are you by the way?&lt;/P&gt;</description>
      <pubDate>Tue, 30 Apr 2024 19:20:46 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6039265#M13670</guid>
      <dc:creator>Ankisharmauk</dc:creator>
      <dc:date>2024-04-30T19:20:46Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040139#M13677</link>
      <description>&lt;P&gt;Those other apps are likely using a machine learning model trained on text; not the data from Spotify.&lt;/P&gt;&lt;P&gt;And who I am is not important.&lt;/P&gt;</description>
      <pubDate>Wed, 01 May 2024 05:44:49 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040139#M13677</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2024-05-01T05:44:49Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040149#M13678</link>
      <description>&lt;P&gt;Maybe this is interesting to you:&amp;nbsp;&lt;A href="https://everynoise.com/countries.html" target="_blank" rel="noopener"&gt;Every Noise at Once · Genres by Country&lt;/A&gt;&lt;/P&gt;&lt;P&gt;You can use that in combination with the &lt;A href="https://developer.spotify.com/documentation/web-api/reference/get-users-top-artists-and-tracks" target="_blank" rel="noopener"&gt;Get User's Top Items&lt;/A&gt;:Artists endpoint to get user's top genres.&lt;/P&gt;</description>
      <pubDate>Wed, 01 May 2024 05:53:47 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040149#M13678</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2024-05-01T05:53:47Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040234#M13679</link>
      <description>&lt;P&gt;I see you reposted this text.&lt;/P&gt;&lt;P&gt;If you have commercial intent,&amp;nbsp; you can get in contact with Spotify by filling out &lt;A href="https://docs.google.com/forms/d/e/1FAIpQLScawLOKdjegmKoIan9CJRiqrXDmBJ5-rLPa29hXJkSUPC1SCA/viewform" target="_blank" rel="noopener"&gt;this form&lt;/A&gt;. &lt;A href="https://community.spotify.com/t5/Spotify-for-Developers/Commercial-use-of-Spotify-Web-API/m-p/5731356/highlight/true#M11793" target="_blank" rel="noopener"&gt;(source)&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Wed, 01 May 2024 06:47:03 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040234#M13679</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2024-05-01T06:47:03Z</dc:date>
    </item>
    <item>
      <title>Re: Clarification on using Spotify data with AI/ML models</title>
      <link>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040957#M13685</link>
      <description>&lt;P&gt;Also, at &lt;A href="https://everynoise.com/everyplace.cgi" target="_blank" rel="noopener"&gt;Every Place at Once&lt;/A&gt;, you can see to which music genres people in some cities like to listen to.&lt;/P&gt;</description>
      <pubDate>Wed, 01 May 2024 14:13:58 GMT</pubDate>
      <guid>https://community.spotify.com/t5/Spotify-for-Developers/Clarification-on-using-Spotify-data-with-AI-ML-models/m-p/6040957#M13685</guid>
      <dc:creator>Ximzend</dc:creator>
      <dc:date>2024-05-01T14:13:58Z</dc:date>
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