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How Spotify recommends songs you’ll love every time

  • June 19, 2022
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It has been years since the tape and CD era came to an end. Even listening to music with files in MP3 format has become a nostalgia. The

How Spotify recommends songs you’ll love every time

It has been years since the tape and CD era came to an end. Even listening to music with files in MP3 format has become a nostalgia. The new generation of music listening habits Spotify, It creates digital music platforms like YouTube Music and Apple Music. Amongst them It is possible to say that the Spotify platform has emerged. According to the latest data, the platform has 158 million premium users and 198 million free users.

The number one choice of millions of users Spotify The biggest reason is that the platform almost always recommends a song or playlist that the user will love. In service since 2006 Spotify uses an AI-powered song recommendation algorithm. Herein lies the secret. Let’s take a closer look at how this algorithm works.

How Does the Spotify Algorithm Make Accurate Recommendations?

30 second rule
Age-Specific Recommendations
Location based recommendations
Suggestions based on user data
Audio analysis of new songs
Sponsored Content Suggestions
Automatic playlists are extremely important
What you need to do to properly steer the Spotify algorithm

The 30 second rule:

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Even if a similar second line is used by all platform algorithms Spotify is the platform that sets the clearest rule in this regard. resembling. If you don’t like a song you randomly opened on Spotify or a song that normally plays in a playlist, you have 30 seconds to show it.

Let’s say a song starts playing and it’s not going bad. But something happened on the 20th second and you realized that this song isn’t for you anymore. Now change the number. Thus, the algorithm will understand that this number is not suitable for the user and will eliminate similar numbers.

Let’s say a song has started and it’s not going bad. that song really If you like it, listen to the end. Like the YouTube algorithm, the Spotify algorithm basically cares about the content that the user watches or listens to without stopping from start to finish and publishes the following suggestions by evaluating this content.

Age Suggestions:

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The main determinant of music, especially for new Spotify users, is the person’s age. if people the same age as you like a song You will definitely see that piece in the suggestions that appear. You can adjust this system over time, but that’s really how it all starts.

Suggestions based on location:

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Like your age, your location is an equally important factor in recommendations if you share them with the platform. With you a song that people in a similar position like to listen to It will definitely be recommended to you. It is of course possible to change this factor later when you listen to different music, but when you create a new account the first recommendations are made in this way.

Suggestions based on user data:

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The name of the Spotify-supported algorithm used by artificial intelligence is BaRT. BaRT is based on the algorithm used by many platforms. it’s much smarter. It analyzes the user data in all its details and thus manages to recommend the music that every user will like exactly.

Music you save, songs you download, playlists you rate, artists you follow, how often you listen to similar songs, songs you share, searches you perform, and more all the data you can think of Spotify’s AI-powered algorithm is reviewed by BaRT and that’s how the best recommendations are born. So you reap what you sow.

Audio analysis on new songs:

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User-sourced information is of course the most important data of the Spotify algorithm, but the system is not limited to this. Spotify has its own audio analysis technology. Thanks to this technology, all newly uploaded parts on the platform are examined and compared with other parts.

for example user likes to listen to songs with long guitar solos The Spotify algorithm also presents tracks with long guitar solos to that user. It is possible to reproduce such samples as many times as you wish. Most importantly, the user knows for sure what type of tracks they want to listen to. Spotify will do the rest.

Sponsored Content Suggestions:

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Of course, not everything is so rosy. Sponsored Content on Spotify He also shares content whose income will come to him. If a song you don’t like suddenly starts playing in the playlist, make sure that the royalty income from that song goes to Spotify. More new users come across such suggestions. If you have been listening to music on the platform for a long time, you will not often come across such irrelevant sponsored content.

Automatic playlists are extremely important:

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You may have noticed that after you open any music on Spotify, the auto playlist continues. This is one of the most important data that feeds the algorithm. If you like the songs you like in the auto playlist and skip the songs you don’t, it’s almost like you picked the Spotify recommendations yourself. algorithm, the user’s response to such random encounters. very excited about the review.

Here’s what you need to do to properly guide the Spotify algorithm:

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If you are a new Spotify user, take your time and listen to a lot of music. No matter how smart the algorithm is, he needs some time to get to know you well enough. During this time, if you pay attention to the details we’ve explained above, you’ll soon come across pieces that you’ll absolutely love.

Never forget the 30 second rule. This is one of the most important data that feeds the algorithm. In fact, if you pay attention, just for that. Most songs made in recent years start right with the chorus. The public no longer has the patience to listen to long introductions. Spotify is aware of this and is determined to feed its algorithm this way.

You can enjoy, download, save, share and enjoy the songs you love to listen to. Feel free to follow your favorite artists. That’s how you support them both and input Spotify algorithm correctly and decide what the next suggestion will be like. Remember that you are in full control.

It has millions of premium users worldwide How come Spotify always recommends the exact songs we’ll love? We’ve answered the question and told you what you need to know about the platform’s AI-powered algorithm. You can share your thoughts on Spotify in the comments.

Source: Web Tekno

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