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hal-03329932v1  Conference papers
Antoine BackPaul CholletOlivier FercoqPatricia Desgreys. Analog-to-feature converter optimization through power-aware feature selection
International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France
hal-03298695v1  Conference papers
Achille AkninRoland Badeau. Stochastic reverberation model with a frequency dependent attenuation
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz, NY, United States
hal-03255349v1  Conference papers
Julian NeriPhilippe DepalleRoland Badeau. Damped Chirp Mixture Estimation via Nonlinear Bayesian Regression
23rd International Conference on Digital Audio Effects (DAFx2020), Sep 2021, Vienne, Austria
hal-03255341v1  Conference papers
Julian NeriRoland BadeauPhilippe Depalle. Unsupervised Blind Source Separation with Variational Auto-Encoders
29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland
hal-03208323v1  Conference papers
Laure PrétetGael RichardGeoffroy Peeters. Cross-Modal Music-Video Recommendation: A Study of Design Choices
Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Jul 2021, Shenzhen, China
hal-02978978v4  Conference papers
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual conference), Canada. ⟨10.1109/ICASSP39728.2021.9413841⟩
hal-03132940v1  Conference papers
Ondřej CífkaAlexey OzerovUmut ŞimşekliGael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414235⟩
hal-03189235v1  Journal articles
Rainer DyckerhoffPavlo MozharovskyiStanislav Nagy. Approximate computation of projection depths
Computational Statistics and Data Analysis, Elsevier, In press, 157, pp.107166. ⟨10.1016/j.csda.2020.107166⟩
hal-03122020v1  Conference papers
Dimitri BoucheMarianne ClauselFrançois RoueffFlorence d'Alché-Buc. Nonlinear Functional Output Regression: a Dictionary Approach
24th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2021, Virtual, France
hal-03255319v1  Journal articles
Julian NeriPhilippe DepalleRoland Badeau. Approximate Inference and Learning of State Space Models with Laplace Noise
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, ⟨10.1109/tsp.2021.3075146⟩
hal-03233340v1  Conference papers
Javier NistalStefan LattnerGael Richard. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam (virtual), France. pp.161-165, ⟨10.23919/Eusipco47968.2020.9287799⟩
hal-02493338v1  Journal articles
Alp YurtseverJoel A. TroppOlivier FercoqMadeleine UdellVolkan Cevher. Scalable Semidefinite Programming
SIAM Journal on Mathematics of Data Science, Society for Industrial and Applied Mathematics, 2021, ⟨10.1137/19M1305045⟩
hal-03153938v1  Book sections
Geoffroy PeetersGael Richard. Deep Learning for Audio and Music
Multi-faceted Deep Learning: Models and Data, Springer, 2021
hal-03188029v1  Journal articles
Pierre Lafaye de MicheauxPavlo MozharovskyiMyriam Vimond. Depth for Curve Data and Applications
Journal of the American Statistical Association, Taylor & Francis, In press, pp.1-17. ⟨10.1080/01621459.2020.1745815⟩
hal-03255334v1  Journal articles
Kilian Schulze-ForsterClement DoireGael RichardRoland Badeau. Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TASLP.2021.3091817⟩