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Music Recommendator

[Felip Samitier Jerez]

[DA, Barcelona & 2021]

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Project Description

⦁ This project is based on a song given by the user. If this song is among the 100 "Top" songs, it returns a recommendation from this list, otherwise, it extracts the characteristics of the song, classifies it in a group of "Clusters", returns a song from the same "Cluster" and with similar characteristics.

As an extra, we have added a context to the music recommender, i.e. the user can choose for which situation he/she is going to listen to that song. Recommending a song that fits the context and the characteristics of the song entered by the user.

Workflow

(Image Workflow Implemented in slides)

⦁ User introduce one song.

⦁ Check if this song is in the "top 100".

⦁ If it is in the "top 100" it returns a song from this same group of songs.

⦁ If it is not in the "top 100", search the song on spotify, pull out the characteristics of the song.

- It recommends a song with the same characteristics.

⦁ It asks you for your context.

- Recommends a song depending on the context.

Repository

⦁ My folder consist of:

- One folder that contains all data

- Other folder that contains images for slides

- Other folder that contains the code for get the features

- Final Code: Final Recommendator

- Tweo files that are the pickles

- And two files (ignoreme and readme)

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Week 3 - Project

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