Romain Hennequin

120 papers A* 6A 14B 2Misc 11Journal 59Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries. CoRR Marion Baranes, Romain Hennequin, Elena V. Epure
2025	—	`conf`	A Fourier Explanation of AI-music Artifacts. ISMIR Darius Afchar, Gabriel Meseguer-Brocal, Kamil Akesbi, Romain Hennequin
2025	J	`jnl`	A Fourier Explanation of AI-music Artifacts. CoRR Darius Afchar, Gabriel Meseguer-Brocal, Kamil Akesbi, Romain Hennequin
2025	Misc	`conf`	AI-Generated Music Detection and its Challenges. ICASSP Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin
2025	J	`jnl`	AI-Generated Music Detection and its Challenges. CoRR Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin
2025	—	`conf`	AI-Generated Song Detection via Lyrics Transcripts. ISMIR Markus Frohmann, Elena V. Epure, Gabriel Meseguer-Brocal, Markus Schedl, Romain Hennequin
2025	J	`jnl`	AI-Generated Song Detection via Lyrics Transcripts. CoRR Markus Frohmann, Elena V. Epure, Gabriel Meseguer-Brocal, Markus Schedl, Romain Hennequin
2025	—	`conf`	Emergent musical properties of a transformer under contrastive self-supervised learning. ISMIR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	J	`jnl`	Emergent musical properties of a transformer under contrastive self-supervised learning. CoRR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	—	`conf`	Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3. NAACL (Short Papers) Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
2025	A*	`conf`	Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling. ICML Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
2025	J	`jnl`	Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling. CoRR Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
2025	—	`conf`	Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval. WASPAA Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal
2025	J	`jnl`	Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval. CoRR Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal
2025	—	`conf`	PeakNetFP: Peak-based Neural Audio Fingerprinting Robust to Extreme Time Stretching. ISMIR Guillem Cortès-Sebastià, Benjamin Martin, Emilio Molina, Xavier Serra, Romain Hennequin
2025	J	`jnl`	PeakNetFP: Peak-based Neural Audio Fingerprinting Robust to Extreme Time Stretching. CoRR Guillem Cortès-Sebastià, Benjamin Martin, Emilio Molina, Xavier Serra, Romain Hennequin
2025	J	`jnl`	Perceived Femininity in Singing Voice: Analysis and Prediction. CoRR Yuexuan Kong, Viet-Anh Tran, Romain Hennequin
2025	Misc	`conf`	S-KEY: Self-supervised Learning of Major and Minor Keys from Audio. ICASSP Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	J	`jnl`	S-KEY: Self-supervised Learning of Major and Minor Keys from Audio. CoRR Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin
2025	A	`conf`	Uncertainty in Repeated Implicit Feedback as a Measure of Reliability. UMAP Bruno Sguerra, Viet-Anh Tran, Romain Hennequin, Manuel Moussallam
2025	J	`jnl`	Uncertainty in Repeated Implicit Feedback as a Measure of Reliability. CoRR Bruno Sguerra, Viet-Anh Tran, Romain Hennequin, Manuel Moussallam
2025	J	`jnl`	Understanding Equivariant Self-Supervised Learning in Musical Pitch Class Space. IEEE Signal Process. Lett. Vincent Lostanlen, Yuexuan Kong, Gabriel Meseguer-Brocal, Mathieu Lagrange, Romain Hennequin
2024	J	`jnl`	A Realistic Evaluation of LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3. CoRR Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
2024	J	`jnl`	An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging. CoRR Gabriel Meseguer-Brocal, Dorian Desblancs, Romain Hennequin
2024	Misc	`conf`	An Experimental Comparison of Multi-View Self-Supervised Methods for Music Tagging. ICASSP Gabriel Meseguer-Brocal, Dorian Desblancs, Romain Hennequin
2024	J	`jnl`	Detecting music deepfakes is easy but actually hard. CoRR Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin
2024	J	`jnl`	Distinguishing Fictional Voices: a Study of Authorship Verification Models for Quotation Attribution. CoRR Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
2024	—	`conf`	From Real to Cloned Singer Identification. ISMIR Dorian Desblancs, Gabriel Meseguer-Brocal, Romain Hennequin, Manuel Moussallam
2024	J	`jnl`	From Real to Cloned Singer Identification. CoRR Dorian Desblancs, Gabriel Meseguer-Brocal, Romain Hennequin, Manuel Moussallam
2024	J	`jnl`	Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation. CoRR Elena V. Epure, Gabriel Meseguer-Brocal, Darius Afchar, Romain Hennequin
2024	—	`conf`	Improving Quotation Attribution with Fictional Character Embeddings. EMNLP (Findings) Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
2024	J	`jnl`	Improving Quotation Attribution with Fictional Character Embeddings. CoRR Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
2024	A	`conf`	Psychology-informed Information Access Systems Workshop. WSDM Markus Schedl, Marta Moscati, Bruno Sguerra, Romain Hennequin, Elisabeth Lex
2024	—	`conf`	STONE: Self-Supervised Tonality Estimator. ISMIR Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
2024	J	`jnl`	STONE: Self-supervised Tonality Estimator. CoRR Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin
2024	A	`conf`	STraDa: A Singer Traits Dataset. INTERSPEECH Yuexuan Kong, Viet-Anh Tran, Romain Hennequin
2024	J	`jnl`	STraDa: A Singer Traits Dataset. CoRR Yuexuan Kong, Viet-Anh Tran, Romain Hennequin
2024	A	`conf`	Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation. RecSys Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2024	J	`jnl`	Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation. CoRR Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023	J	`jnl`	A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries. CoRR Elena V. Epure, Romain Hennequin
2023	A	`conf`	A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation Queries. EACL Elena V. Epure, Romain Hennequin
2023	A*	`conf`	Attention Mixtures for Time-Aware Sequential Recommendation. SIGIR Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023	J	`jnl`	Attention Mixtures for Time-Aware Sequential Recommendation. CoRR Viet-Anh Tran, Guillaume Salha-Galvan, Bruno Sguerra, Romain Hennequin
2023	A	`conf`	Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect. RecSys Bruno Sguerra, Viet-Anh Tran, Romain Hennequin
2023	J	`jnl`	Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect. CoRR Bruno Sguerra, Viet-Anh Tran, Romain Hennequin
2023	A	`conf`	Of Spiky SVDs and Music Recommendation. RecSys Darius Afchar, Romain Hennequin, Vincent Guigue
2023	J	`jnl`	Of Spiky SVDs and Music Recommendation. CoRR Darius Afchar, Romain Hennequin, Vincent Guigue
2023	A	`conf`	On the Consistency of Average Embeddings for Item Recommendation. RecSys Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave
2023	J	`jnl`	On the Consistency of Average Embeddings for Item Recommendation. CoRR Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave
2023	—	`conf`	Pauzee : Prédiction des pauses dans la lecture d'un texte. CORIA-TALN (1) Marion Baranes, Karl Hayek, Romain Hennequin, Elena V. Epure
2023	—	`conf`	Understanding individual and collective diversity of cultural consumption through large-scale music listening events. CHR Harin Lee, Romain Hennequin, Manuel Moussallam
2023	J	`jnl`	Zero-Note Samba: Self-Supervised Beat Tracking. IEEE ACM Trans. Audio Speech Lang. Process. Dorian Desblancs, Vincent Lostanlen, Romain Hennequin
2022	A*	`conf`	Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge. EMNLP Giovanni Gabbolini, Romain Hennequin, Elena V. Epure
2022	A	`conf`	Discovery Dynamics: Leveraging Repeated Exposure for User and Music Characterization. RecSys Bruno Sguerra, Viet-Anh Tran, Romain Hennequin
2022	J	`jnl`	Discovery Dynamics: Leveraging Repeated Exposure for User and Music Characterization. CoRR Bruno Sguerra, Viet-Anh Tran, Romain Hennequin
2022	J	`jnl`	Explainability in Music Recommender Systems. AI Mag. Darius Afchar, Alessandro B. Melchiorre, Markus Schedl, Romain Hennequin, Elena V. Epure, Manuel Moussallam
2022	J	`jnl`	Explainability in Music Recommender Systems. CoRR Darius Afchar, Alessandro B. Melchiorre, Markus Schedl, Romain Hennequin, Elena V. Epure, Manuel Moussallam
2022	—	`conf`	Learning Unsupervised Hierarchies of Audio Concepts. ISMIR Darius Afchar, Romain Hennequin, Vincent Guigue
2022	J	`jnl`	Learning Unsupervised Hierarchies of Audio Concepts. CoRR Darius Afchar, Romain Hennequin, Vincent Guigue
2022	J	`jnl`	Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction. CoRR Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2022	J	`jnl`	Modularity-aware graph autoencoders for joint community detection and link prediction. Neural Networks Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2022	A	`conf`	Navigational, Informational or Punk-Rock? An Exploration of Search Intent in the Musical Domain. UMAP Bruno Sguerra, Marion Baranes, Romain Hennequin, Manuel Moussallam
2022	—	`conf`	Network Analyses for Cross-Cultural Music Popularity. ISMIR Kongmeng Liew, Vipul Mishra, Yangyang Zhou, Elena V. Epure, Romain Hennequin, Shoko Wakamiya, Eiji Aramaki
2022	J	`jnl`	New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction. CoRR Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
2022	B	`conf`	Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition. LREC Elena V. Epure, Romain Hennequin
2021	J	`jnl`	A Realistic Study of Auto-regressive Language Models for Named Entity Typing and Recognition. CoRR Elena V. Epure, Romain Hennequin
2021	A	`conf`	Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders. RecSys Guillaume Salha-Galvan, Romain Hennequin, Benjamin Chapus, Viet-Anh Tran, Michalis Vazirgiannis
2021	J	`jnl`	Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders. CoRR Guillaume Salha-Galvan, Romain Hennequin, Benjamin Chapus, Viet-Anh Tran, Michalis Vazirgiannis
2021	J	`jnl`	FastGAE: Scalable graph autoencoders with stochastic subgraph decoding. Neural Networks Guillaume Salha, Romain Hennequin, Jean-Baptiste Remy, Manuel Moussallam, Michalis Vazirgiannis
2021	A	`conf`	Hierarchical Latent Relation Modeling for Collaborative Metric Learning. RecSys Viet-Anh Tran, Guillaume Salha-Galvan, Romain Hennequin, Manuel Moussallam
2021	J	`jnl`	Hierarchical Latent Relation Modeling for Collaborative Metric Learning. CoRR Viet-Anh Tran, Guillaume Salha-Galvan, Romain Hennequin, Manuel Moussallam
2021	—	`conf`	Modéliser la perception des genres musicaux à travers différentes cultures à partir de ressources linguistiques (Modeling the Music Genre Perception across Language-Bound Cultures ). TALN (1) Elena V. Epure, Guillaume Salha-Galvan, Manuel Moussallam, Romain Hennequin
2021	Misc	`conf`	Singing Language Identification Using a Deep Phonotactic Approach. ICASSP Lenny Renault, Andrea Vaglio, Romain Hennequin
2021	J	`jnl`	Singing Language Identification using a Deep Phonotactic Approach. CoRR Lenny Renault, Andrea Vaglio, Romain Hennequin
2021	B	`conf`	The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs. ESWC Michel Buffa, Elena Cabrio, Michael Fell, Fabien Gandon, Alain Giboin, Romain Hennequin, Franck Michel, Johan Pauwels, Guillaume Pellerin, Maroua Tikat, Marco Winckler
2021	—	`conf`	The Words Remain the Same: Cover Detection with Lyrics Transcription. ISMIR Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard
2021	A*	`conf`	Towards Rigorous Interpretations: a Formalisation of Feature Attribution. ICML Darius Afchar, Vincent Guigue, Romain Hennequin
2021	J	`jnl`	Towards Rigorous Interpretations: a Formalisation of Feature Attribution. CoRR Darius Afchar, Romain Hennequin, Vincent Guigue
2020	Misc	`conf`	Audio-Based Detection of Explicit Content in Music. ICASSP Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard, Florence d'Alché-Buc
2020	J	`jnl`	FastGAE: Fast, Scalable and Effective Graph Autoencoders with Stochastic Subgraph Decoding. CoRR Guillaume Salha, Romain Hennequin, Jean-Baptiste Remy, Manuel Moussallam, Michalis Vazirgiannis
2020	A	`conf`	Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction. RecSys Darius Afchar, Romain Hennequin
2020	J	`jnl`	Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction. CoRR Darius Afchar, Romain Hennequin
2020	—	`conf`	Modeling the Music Genre Perception across Language-Bound Cultures. EMNLP (1) Elena V. Epure, Guillaume Salha, Manuel Moussallam, Romain Hennequin
2020	J	`jnl`	Modeling the Music Genre Perception across Language-Bound Cultures. CoRR Elena V. Epure, Guillaume Salha, Manuel Moussallam, Romain Hennequin
2020	—	`conf`	Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation. ISMIR Elena V. Epure, Guillaume Salha, Romain Hennequin
2020	J	`jnl`	Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation. CoRR Elena V. Epure, Guillaume Salha, Romain Hennequin
2020	—	`conf`	Multilingual lyrics-to-audio alignment. ISMIR Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard, Florence d'Alché-Buc
2020	—	`conf`	Muzeeglot : annotation multilingue et multi-sources d'entités musicales à partir de représentations de genres musicaux (Muzeeglot : cross-lingual multi-source music item annotation from music genre embeddings). JEP-TALN-RECITAL (Demos) Elena V. Epure, Guillaume Salha, Félix Voituret, Marion Baranes, Romain Hennequin
2020	—	`conf`	Simple and Effective Graph Autoencoders with One-Hop Linear Models. ECML/PKDD (1) Guillaume Salha, Romain Hennequin, Michalis Vazirgiannis
2020	J	`jnl`	Simple and Effective Graph Autoencoders with One-Hop Linear Models. CoRR Guillaume Salha, Romain Hennequin, Michalis Vazirgiannis
2020	J	`jnl`	Spleeter: a fast and efficient music source separation tool with pre-trained models. J. Open Source Softw. Romain Hennequin, Anis Khlif, Félix Voituret, Manuel Moussallam
2019	A*	`conf`	A Degeneracy Framework for Scalable Graph Autoencoders. IJCAI Guillaume Salha, Romain Hennequin, Viet-Anh Tran, Michalis Vazirgiannis
2019	J	`jnl`	A Degeneracy Framework for Scalable Graph Autoencoders. CoRR Guillaume Salha, Romain Hennequin, Viet-Anh Tran, Michalis Vazirgiannis
2019	A	`conf`	Gravity-Inspired Graph Autoencoders for Directed Link Prediction. CIKM Guillaume Salha, Stratis Limnios, Romain Hennequin, Viet-Anh Tran, Michalis Vazirgiannis
2019	J	`jnl`	Gravity-Inspired Graph Autoencoders for Directed Link Prediction. CoRR Guillaume Salha, Stratis Limnios, Romain Hennequin, Viet-Anh Tran, Michalis Vazirgiannis
2019	A*	`conf`	Improving Collaborative Metric Learning with Efficient Negative Sampling. SIGIR Viet-Anh Tran, Romain Hennequin, Jimena Royo-Letelier, Manuel Moussallam
2019	J	`jnl`	Improving Collaborative Metric Learning with Efficient Negative Sampling. CoRR Viet-Anh Tran, Romain Hennequin, Jimena Royo-Letelier, Manuel Moussallam
2019	J	`jnl`	Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks. CoRR Guillaume Salha, Romain Hennequin, Michalis Vazirgiannis
2019	J	`jnl`	Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation. CoRR Elena V. Epure, Anis Khlif, Romain Hennequin
2019	—	`conf`	Leveraging knowledge bases and parallel annotations for music genre translation. ISMIR Elena V. Epure, Anis Khlif, Romain Hennequin
2019	Misc	`conf`	Singing Voice Separation: A Study on Training Data. ICASSP Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio
2019	J	`jnl`	Singing voice separation: a study on training data. CoRR Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio
2018	J	`jnl`	Audio Based Disambiguation Of Music Genre Tags. CoRR Romain Hennequin, Jimena Royo-Letelier, Manuel Moussallam
2018	—	`conf`	Audio Based Disambiguation of Music Genre Tags. ISMIR Romain Hennequin, Jimena Royo-Letelier, Manuel Moussallam
2018	—	`conf`	Disambiguating Music Artists at Scale with Audio Metric Learning. ISMIR Jimena Royo-Letelier, Romain Hennequin, Viet-Anh Tran, Manuel Moussallam
2018	J	`jnl`	Disambiguating Music Artists at Scale with Audio Metric Learning. CoRR Jimena Royo-Letelier, Romain Hennequin, Viet-Anh Tran, Manuel Moussallam
2018	J	`jnl`	Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features. CoRR Albin Andrew Correya, Romain Hennequin, Mickaël Arcos
2018	J	`jnl`	Music Mood Detection Based On Audio And Lyrics With Deep Neural Net. CoRR Rémi Delbouys, Romain Hennequin, Francesco Piccoli, Jimena Royo-Letelier, Manuel Moussallam
2018	—	`conf`	Music Mood Detection Based on Audio and Lyrics with Deep Neural Net. ISMIR Rémi Delbouys, Romain Hennequin, Francesco Piccoli, Jimena Royo-Letelier, Manuel Moussallam
2017	Misc	`conf`	Codec independent lossy audio compression detection. ICASSP Romain Hennequin, Jimena Royo-Letelier, Manuel Moussallam
2016	—	`conf`	Long-Term Reverberation Modeling for Under-Determined Audio Source Separation with Application to Vocal Melody Extraction. ISMIR Romain Hennequin, François Rigaud
2015	Misc	`conf`	Singing voice detection with deep recurrent neural networks. ICASSP Simon Leglaive, Romain Hennequin, Roland Badeau
2014	Misc	`conf`	Speech-guided source separation using a pitch-adaptive guide signal model. ICASSP Romain Hennequin, Juan José Burred, Simon Maller, Pierre Leveau
2013	—	`conf`	Introducing a simple fusion framework for audio source separation. MLSP Xabier Jaureguiberry, Gaël Richard, Pierre Leveau, Romain Hennequin, Emmanuel Vincent
2011	J	`jnl`	Beta-Divergence as a Subclass of Bregman Divergence. IEEE Signal Process. Lett. Romain Hennequin, Bertrand David, Roland Badeau
2011	—	`—`	Décomposition de spectrogrammes musicaux informée par des modèles de synthèse spectrale. Modélisation des variations temporelles dans les éléments sonores. (Decomposition of musical spectrograms informed by spectral synthesis models. Modeling of time variations in sound elements). Romain Hennequin
2011	J	`jnl`	NMF With Time-Frequency Activations to Model Nonstationary Audio Events. IEEE Trans. Speech Audio Process. Romain Hennequin, Roland Badeau, Bertrand David
2011	—	`conf`	Scale-invariant probabilistic latent component analysis. WASPAA Romain Hennequin, Roland Badeau, Bertrand David
2011	Misc	`conf`	Score informed audio source separation using a parametric model of non-negative spectrogram. ICASSP Romain Hennequin, Bertrand David, Roland Badeau
2010	Misc	`conf`	NMF with time-frequency activations to model non stationary audio events. ICASSP Romain Hennequin, Roland Badeau, Bertrand David