Music Playlist Captioning at Scale with Large Language Models
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - 2026
GraphLit: Learning Text-Enriched Dynamic Character Network Representations for Literary Study
Preprint - 2026
Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization
ICASSP - 2026
Dynamics of discovery and the Heaps-Zipf relationship
Physical Review E - 2026
Computational Narrative Understanding for Expressive Text-to-Speech
ACL - 2026
Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings
European Conference on Information Retrieval - 2026
S-VoCAL: A Dataset and Evaluation Framework for Inferring Speaking Voice Character Attributes in Literature
LREC - 2026
Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation
RecSys - 2025
'Beyond the past': Leveraging Audio and Human Memory for Sequential Music Recommendation
RecSys - 2025
Biases in LLM-Generated Musical Taste Profiles for Recommendation
RecSys - 2025
PeakNetFP: Peak-based Neural Audio Fingerprinting Robust to Extreme Time Stretching
ISMIR - 2025
Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval
WASPAA - 2025
Emergent musical properties of a transformer under contrastive self-supervised learning
ISMIR - 2025
AI-Generated Song Detection via Lyrics Transcripts
ISMIR - 2025
A Fourier Explanation of AI-music Artifacts
ISMIR - 2025
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion
ACL - 2025
Uncertainty in Repeated Implicit Feedback as a Measure of Reliability
UMAP - 2025
Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs
UMAP - 2025
Modeling Musical Genre Trajectories through Pathlet Learning
EXUM: Adjunct to UMAP - 2025
Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3
NAACL - 2025
Text2Playlist: Generating Personalized Playlists from Text on Deezer
ECIR - 2025
S-KEY: Self-supervised Learning of Major and Minor Keys from Audio
ICASSP - 2025
AI-Generated Music Detection and its Challenges
ICASSP - 2025
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation
NLP4MusA (ISMIR) - 2024
Improving Quotation Attribution with Fictional Character Embeddings
EMNLP - 2024
Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation
RecSys - 2024
STONE: Self-supervised Tonality Estimator
ISMIR - 2024
From Real to Cloned Singer Identification
ISMIR - 2024
Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data
RecSys - 2024
An Experimental Comparison of Multi-View Self-Supervised Methods for Music Tagging
ICASSP - 2024
Let’s Get It Started: Fostering the Discoverability of New Releases on Deezer
ECIR - 2024
Distinguishing Fictional Voices: a Study of Authorship Verification Models for Quotation Attribution
LaTeCH-CLfL (EACL) - 2024
Modeling Activity-Driven Music Listening with PACE
CHIIR - 2024
Depict or Discern? Fingerprinting Musical Taste from Explicit Preferences
TISMIR - 2024
Understanding Individual and Collective Diversity of Cultural Consumption through Large-Scale Music Listening Events
CHR - 2023
Track Mix Generation on Music Streaming Services using Transformers
RecSys - 2023
On the Consistency of Average Embeddings for Item Recommendation
RecSys - 2023
Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect
RecSys - 2023
Of Spiky SVDs and Music Recommendation
RecSys - 2023
Zero-Note Samba: Self-Supervised Beat Tracking
IEEE/ACM Transactions on Audio, Speech, and Language Processing - 2023
Automatic Annotation of Direct Speech in Written French Narratives
ACL - 2023
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services
SIGIR - 2023
Attention Mixtures for Time-Aware Sequential Recommendation
SIGIR - 2023
Pauzee : Pauses Prediction in Text Reading
TALN - 2023
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries
EACL - 2023
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge
EMNLP - 2022
New Frontiers in Graph Learning: Joint Community Detection and Link Prediction
NeurIPS GLFrontiers - 2022
Learning Unsupervised Hierarchies of Audio Concepts
ISMIR - 2022
Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts
ISMIR - 2022
Network Analyses for Cross-Cultural Music Popularity
ISMIR - 2022
Flow Moods: Recommending Music by Moods on Deezer
RecSys - 2022
Discovery Dynamics: Leveraging Repeated Exposure for User and Music Characterization
RecSys - 2022
Improving Transformers with Probabilistic Attention Keys
ICML - 2022
Navigational, Informational or Punk-Rock? An Exploration of Search Intent in the Musical Domain
UMAP - 2022
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction
Neural Networks - 2022
Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition
LREC - 2022
FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis
INTERSPEECH - 2022
Uplifting Interviews in Social Science with Individual Data Visualization: the Case of Music Listening
CHI - 2022
Topic Modeling on Podcast Short-Text Metadata
ECIR - 2022
Explainability in Music Recommender Systems
AI Magazine - 2022
The Words Remain the Same: Cover Detection With Lyrics Transcription
ISMIR - 2021
User-centered evaluation of lyrics to audio alignment
ISMIR - 2021
Are Metal Fans Angrier than Jazz Fans? A Genre-Wise Exploration of the Emotional Language of Music Listeners on Reddit
ISMIR NLP4MusA - 2021
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders
RecSys - 2021
Hierarchical Latent Relation Modeling for Collaborative Metric Learning
RecSys - 2021
Follow the Guides: Disentangling Human and Algorithmic Curation in Online Music Consumption
RecSys - 2021
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps
KDD - 2021
Visualyre: Multimodal Visualization of Lyrics
Audio Mostly - 2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution
ICML - 2021
Singing Language Identification using a Deep Phonotactic Approach
ICASSP - 2021
FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding
Neural Networks - 2021
The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata about 2 Million Popular Commercially Released Songs
ESWC - 2021
Many-to-Many Voice Conversion based Feature Disentanglement using Variational Autoencoder
INTERSPEECH - 2021
Modeling the Music Genre Perception across Language-Bound Cultures
EMNLP - 2020
Multilingual Lyrics-to-Audio Alignment
ISMIR - 2020
Should We Consider the Users in Contextual Music Auto-Tagging Models?
ISMIR - 2020
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation
ISMIR - 2020
Prediction of User Listening Contexts for Music Playlists
ISMIR NLP4MusA - 2020
Carousel Personalization in Music Streaming Apps with Contextual Bandits
RecSys - 2020
Making Neural Networks Interpretable with Attribution
RecSys - 2020
Spleeter: a Fast and Efficient Music Source Separation Tool with Pre-Trained Models
Journal of Open Source Software - 2020
Simple and Effective Graph Autoencoders with One-Hop Linear Models
ECML-PKDD - 2020
Muzeeglot: a Web Interface for Visualizing Multilingual Music Genre Embedding Spaces
JEP-TALN-RECITAL - 2020
Confidence-Based Weighted Loss for Multi-label Classification with Missing Labels
ICMR - 2020
Audio-Based Detection of Explicit Content in Music
ICASSP - 2020
Audio-Based Auto-Tagging with Contextual Tags for Music
ICASSP - 2020
Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks
NeurIPS GRL - 2019
Gravity-Inspired Graph Autoencoders for Directed Link Prediction
CIKM - 2019
Leveraging Knowledge Bases and Parallel Annotations for Music Genre Translation
ISMIR - 2019
A Degeneracy Framework for Scalable Graph Autoencoders
IJCAI - 2019
Improving Collaborative Metric Learning with Efficient Negative Sampling
SIGIR - 2019
Singing Voice Separation: a Study on Training Data
ICASSP - 2019
Time Warp Invariant Dictionary Learning for Time Series Clustering: Application to Music Data Stream Analysis
ECML-PKDD - 2018
Word2Vec applied to Recommendation: Hyperparameters Matter
RecSys - 2018
Disambiguating Music Artists at Scale with Audio Metric Learning
ISMIR - 2018
Audio Based Disambiguation of Music Genre Tags
ISMIR - 2018
Music Mood Detection based on Audio and Lyrics with Deep Neural Net
ISMIR - 2018
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features
ISMIR Late-Breaking Demo - 2018
WASABI: a Two Million Song Database Project with Audio and Cultural Metadata plus WebAudio enhanced Client Applications
WAC - 2017
Codec Independent Lossy Audio Compression Detection
ICASSP - 2017