Axel Marmoret

According to our database, Axel Marmoret authored at least 17 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Can pre-trained Deep Learning models predict groove ratings?

Axel Marmoret, Nicolas Farrugia, Jan Alexander Stupacher

CoRR, March, 2026

Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis.

Axel Marmoret

CoRR, March, 2026

D5P4: Partition Determinantal Point Process for Diversity in Parallel Discrete Diffusion Decoding.

Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene

CoRR, March, 2026

Residual Connections and the Causal Shift: Uncovering a Structural Misalignment in Transformers.

Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene

CoRR, February, 2026

Inner Loop Inference for Pretrained Transformers: Unlocking Latent Capabilities Without Training.

Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene

CoRR, February, 2026

2025

TensLoRA: Tensor Alternatives for Low-Rank Adaptation.

Axel Marmoret, Reda Bensaid, Jonathan Lys, Vincent Gripon, François Leduc-Primeau

CoRR, September, 2025

AutoMashup: Automatic Music Mashups Creation.

Marine Delabaere, Léa Miqueu, Michael Moreno, Gautier Bigois, Hoang Duong, Ella Fernandez, Flavie Manent, Maria Salgado-Herrera, Bastien Pasdeloup, Nicolas Farrugia, Axel Marmoret

CoRR, August, 2025

2023

Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm.

Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

Trans. Int. Soc. Music. Inf. Retr., January, 2023

Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis.

Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

2022

Unsupervised Machine Learning Paradigms for the Representation of Music Similarity and Structure. (Paradigmes d'Apprentissage Automatique Non-Supervisés pour les Représentations de la Similarité et de la Structure Musicale).

Axel Marmoret

PhD thesis, 2022

Polytopic Analysis of Music.

Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

CoRR, 2022

Semi-Supervised Convolutive NMF for Automatic Music Transcription.

Haoran Wu, Axel Marmoret, Jérémy E. Cohen

CoRR, 2022

Barwise Compression Schemes for Audio-Based Music Structure Analysis.

Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

CoRR, 2022

2021

Exploring single-song autoencoding schemes for audio-based music structure analysis.

Axel Marmoret, Jérémy E. Cohen, Frédéric Bimbot

CoRR, 2021

Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of audio signals.

Axel Marmoret, Florian Voorwinden, Valentin Leplat, Jérémy E. Cohen, Frédéric Bimbot

CoRR, 2021

Multi-Channel Automatic Music Transcription Using Tensor Algebra.

Axel Marmoret, Nancy Bertin, Jérémy E. Cohen

CoRR, 2021

2020

Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation.

Axel Marmoret, Jeremy E. Cohen, Frédéric Bimbot, Nancy Bertin

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020