Discover deezer/recsys24-pisa Open Source project by Deezer (@deezer)

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Code for reproducting experiments of the PISA paper published at RecSys 2024

spleeter

Deezer source separation library including pretrained models.

Python

25,759

linear_graph_autoencoders

Source code from the NeurIPS 2019 workshop article "Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks" (G. Salha, R. Hennequin, M. Vazirgiannis) + k-core framework implementation from IJCAI 2019 article "A Degeneracy Framework for Scalable Graph Autoencoders" (G. Salha, R. Hennequin, V.A. Tran, M. Vazirgiannis)

Python

132

javascript-samples

Samples for the Deezer Javascript SDK

JavaScript

KustomExport

EXPERIMENTAL : A JS facade generator for KotlinJS / KMP

Kotlin

w2v_reco_hyperparameters_matter

Repository to reproduce results of "Word2vec applied to Recommendation: Hyperparameters Matter" by H. Caselles-Dupré, F. Lesaint and J. Royo-Letelier. The paper will be published on the 12th ACM Conference on Recommender Systems, Vancouver, Canada, 2nd-7th October 2018

Python

carousel_bandits

Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli

Python

weslang

A language detection Web Service

Java

html-linter

HTML5 Linter based on Google Style Guide

Python

semi_perso_user_cold_start

Source code from the KDD 2021 article "A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps" by L. Briand, G. Salha-Galvan, W. Bendada, M. Morlon and V.A. Tran

Python

gravity_graph_autoencoders

Source code from the CIKM 2019 article "Gravity-Inspired Graph Autoencoders for Directed Link Prediction" by G. Salha, S. Limnios, R. Hennequin, V.A. Tran and M. Vazirgiannis

Python

android-sample

Sample application using Deezer Android SDK

Java

deezer_mood_detection_dataset

A dataset of Valence/Arousal detection with deezer Id and MSD Id as input

cover_song_detection

Tools to run experiments around large scale cover detection.

Python

MusicGenreTranslation

Python code for reproducing music genre translation experiments presented in the paper Leveraging knowledge bases and parallel annotations for music genre translation ISMIR 2019.

Python

fastgae

Source code from the article "FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding" by G. Salha, R. Hennequin, J.B. Remy, M. Moussallam and M. Vazirgiannis (2020)

Python

zeroNoteSamba

Repository for the IEEE/ACM TASLP 2023 Paper "Zero-Note Samba: Self-Supervised Beat Tracking".

Python

sigir23-mojito

Source code from the SIGIR 2023 article "Attention Mixtures for Time-Aware Sequential Recommendation" by V.A. Tran, G. Salha-Galvan, B. Sguerra, and R. Hennequin

Python

similar_artists_ranking

Python

sigir2019-2stagesampling

Improving Collaborative Metric Learning for Recommendation by a 2-stage negative sampling strategy.

Python

playntell

Code to reproduce the experiments presented in the article "Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge" (EMNLP 2022)

Python

interpretable_nn_attribution

Source code from our RecSys 2020 paper: "Making neural network interpretable with attribution: application to implicit signals prediction" (D. Afchar, R. Hennequin)

Jupyter Notebook

musicFPaugment

Code for reproducting the paper Music Augmentation and Denoising For Peak-Based Audio Fingerprinting

Python

MultilingualLyricsToAudioAlignment

DALI datasets split used to train models presented in the paper Multilingual lyrics-to-audio alignment (ISMIR 2020).

deezer.github.io

Research team website

SCSS

MultilingualMusicGenreEmbedding

Python code to reproduce the experiments presented in the paper Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation (ISMIR 2020).

Python

elasticmsd

Transfer the Million Song Dataset (MSD) in an Elasticsearch index

Python

code-snippets

Code snippets of Deezer SDK / API

JavaScript

template-remover

Template remover

Python

muzeeglot

Web interface application to visualize multilingual music genre embeddings and generated cross-lingual music genre annotations for Wikipedia music entities (artists, bands, albums, tracks).

Python

podcast-topic-modeling

Code to reproduce the experiments presented in the article Topic Modeling on Podcast Short-Text Metadata (ECIR 2022)

Python

APC-RTA

Python

iOS-sdk-samples

Samples applications using Deezer iOS SDK in Objective-C & Swift

HTML

music-ner-eacl2023

Code and data to reproduce the experiments presented in the article "A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries" (EACL 2023)

Python

deezer-chromaprint

A stand-alone, x86 and x64 compatible, Windows version, of the chromaprint audio library.

C++

recsys21-hlr

Hierarchical Latent Relation Modeling for Collaborative Metric Learning

Python

functional_attribution

Code of our accepted ICML 2021 paper "Towards Rigorous Interpretations: a Formalisation of Feature Attribution" (D. Afchar, R. Hennequin, V. Guigue)

Python

CrossCulturalMusicGenrePerception

Python code to reproduce the experiments presented in the article Modeling the Music Genre Perception across Language-Bound Cultures, presented at the EMNLP 2020 conference.

Python

Counsel

A collection of advices, ready to use via AOP

Java

multi-view-ssl-benchmark

Repository for the ICASSP 2024 paper "An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging".

Python

GroROTI

G(r)oROTI is a selfhosted Return On Time Invested web application written in Go

deepfake-detector

Code repository of our research paper "Detecting music deepfakes is easy but actually hard" D. Afchar, G. Meseguer Brocal, R. Hennequin

net-ner-probing

This repository contains the code and data to reproduce the experiments from the article Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition presented at LREC 2022.

Python

WindowsPhoneToastNotifications

An InApp notifications system for Windows Phone Silverlight applications.

GraceNote2Deezer

An Android sample application, using both GraceNote and Deezer SDK to match your music with Deezer's catalog

Android-Aspectj-Plugin

A Gradle plugin which enables AspectJ for Android builds

Groovy

spiky_svd

Code repository of our RecSys 2023 paper "Of Spiky SVDs and Music Recommendation" - D. Afchar, R. Hennequin, V. Guigue (2023)

Python

concept_hierarchy

Source code of our ISMIR 2022 paper "Learning Unsupervised Hierarchies of Audio Concepts" by D. Afchar, R. Hennequin and V. Guigue (2022)

Jupyter Notebook

SingingLanguageIdentification

Datasets splits for reproducing paper Singing Language Identification Using a Deep Phonotactic Approach (ICASSP 2021).

java-diff-merge-tool

A smart tool to provide diff/merge resolution for Java files

Java

ex2vec

Python

CordovaDeezerSample

Sample for the Deezer Cordova Plugin

JavaScript

terragrunt-example

HCL

CordovaDeezerPlugin

A Plugin for cordova to embed JS apps within Android

Java

audio_based_disambiguation_of_music_genre_tags

Supporting data for the paper: R. Hennequin, J. Royo Letelier, M. Moussallam "Audio Based Disambiguation Of Music Genre Tags", ISMIR 2018

Search-Intent-Exploration

pauzee_taln23

Pauses Prediction in text reading.

Python

Disambiguating-Music-Artists-at-Scale-with-Audio-Metric-Learning

web-samples

aads_french

Code and data to reproduce the experiments presented in "Automatic Annotation of Direct Speech in Written French Narratives" (ACL 2023)

Python

rust-ectoken

Token Generator for Edgecast Token-Based Authentication from Verizon Digital Media Services

Rust

stone

Repository for the ISMIR 2024 Paper "STONE: Self-supervised Tonality Estimator".

new-releases-ecir2024

This repository will contain resources related to the ECIR 2024 Industry Talk titled "Let’s Get It Started: Fostering the Discoverability of New Releases on Deezer" by Léa Briand et al.

deezer/recsys24-pisa

deezer

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