Search Results for author: Benjamin Chapus

Found 4 papers, 2 papers with code

Let's Get It Started: Fostering the Discoverability of New Releases on Deezer

1 code implementation • 5 Jan 2024 • Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan

This paper presents our recent initiatives to foster the discoverability of new releases on the music streaming service Deezer.

Multi-Armed Bandits

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Track Mix Generation on Music Streaming Services using Transformers

no code implementations • 6 Jul 2023 • Walid Bendada, Théo Bontempelli, Mathieu Morlon, Benjamin Chapus, Thibault Cador, Thomas Bouabça, Guillaume Salha-Galvan

This paper introduces Track Mix, a personalized playlist generation system released in 2022 on the music streaming service Deezer.

Collaborative Filtering

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Flow Moods: Recommending Music by Moods on Deezer

no code implementations • 15 Jul 2022 • Théo Bontempelli, Benjamin Chapus, François Rigaud, Mathieu Morlon, Marin Lorant, Guillaume Salha-Galvan

We detail the motivations, the development, and the deployment of this system on Deezer.

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Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders

1 code implementation • 2 Aug 2021 • Guillaume Salha-Galvan, Romain Hennequin, Benjamin Chapus, Viet-Anh Tran, Michalis Vazirgiannis

In this paper, we model this cold start similar artists ranking problem as a link prediction task in a directed and attributed graph, connecting artists to their top-k most similar neighbors and incorporating side musical information.

Link Prediction

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