Dominique Fourer

Associate professor
PhD in Signal Processing
Jazz pianist and bassist

IUT d'Evry - IBISC (EA 4526)
University of Evry-Val-d'Essonne / Paris-Saclay
E-Mail: dominique(at)fourer(dot)fr





Publications and communications


sept. 2022D. Fourer, Separation de Sources Harmoniques / Percussives utilisant des estimateurs locaux de modulation lineaire AM-FM. Proc. GRETSI 2022. Nancy, France. (accepted)pdf poster
may 2022S. Xia, D. Fourer, L. Audin-Garcia, J-L. Rouas and T. Schochi. Speech Emotion Recognition using Time-frequency Random Circular Shift and Deep Neural Networks. Proc. Speech Prosody 22. Lisbon, Potugal.pdf poster code


dec. 2021A. Orlowska, D. Fourer, J-P. Gavini and D. Cassou-Ribehart. Honey bee queen presence detection from audio field recording using summarized spectrogram and convolutional neural networks. Proc. ISDA 21.pdf slides code
sep. 2021D. Fourer, L. Garcia, J-L Rouas and T.Schochi. HUMAVOX : Analyse Acoustique et Cognitive de la Prosodie Affective dans le Soin Gériatrique. Colloque RnMSH interdisciplinarité(s). MMSH Aix-en-Provence. France.poster video1 video2
may. 2021Quentin Legros and Dominique Fourer. A Novel Pseudo-Bayesian Approach for Robust Multi-Ridge Detection and Mode Retrieval. Proc. EUSIPCO 2021. Dublin. Ireland.pdf code
apr. 2021Sarra Houidi, Dominique Fourer, Francois Auger, Houda Ben Attia Sethom and Laurence Miegeville. Comparative Evaluation of Non-Intrusive Load Monitoring Methods Using Relevant Features and Transfer Learning. MDPI Energiespdf dataset
mar. 2021Diemo Schwarz and Dominique Fourer. Methods and Datasets for DJ-Mix Reverse Engineering. In: Kronland-Martinet R., Ystad S., Aramaki M. (eds) Perception, Representations, Image, Sound, Music. CMMR 2019. Lecture Notes in Computer Science, vol 12631. Springer, Cham. DOI:10.1007/978-3-030-70210-6_2pdf


Aug. 2020Sarra Houidi, Dominique Fourer and Francois Auger. On the Use of Concentrated Time-Frequency Representations as Input to a Deep Convolutional Neural Network: Application to Non Intrusive Load Monitoring. MDPI Entropy. Vol. 22, Issue: 9. DOI:10.3390/e22090911.pdf
Sept. 2020Karol Abratkiewicz, Piotr Samczynski and Dominique Fourer. A Comparison of the Recursive and FFT-based Reassignment Methods in micro-Doppler Analysis. Proc. IEEE radar conf 2020. Florence, Itpdf slides code
Aug. 2020D. Fourer and Francois Auger. Second-Order Horizontal Synchrosqueezing of the S-Transform: A Specific Wavelet Case Study. Proc. EUSIPCO 2020. Amsterdam, NL. Jan 2021.pdf slides code
Feb. 2020Sarra Houidi, Francois Auger, Houda Ben Attia Sethom, Dominique Fourer, Laurence Miègeville. Multivariate Event Detection Methods for Non Intrusive Load Monitoring in Residential Buildings. Elsevier Energy and Buildings. Vol. 208, number 109624. DOI: 10.1016/j.enbuild.2019.109624pdf dataset


Nov. 2019Ikram Brahim, Dominique Fourer, Vincent Vigneron and Hichem Maaref. Deep Learning Methods for MRI Brain Tumor Segmentation: a comparative study. Proc. IEEE IPTA 2019. Istanbul, Turkeypdf slides code
Nov. 2019J. Kobold, V. Vigneron, H. Maaref, D. Fourer, M. Aghasaryan, C. Alecu, N. Chausson, Y. L'Hermitte, D. Smadja, E. Lang and A. Maria Tomé. Stroke Thrombus Segmentation on SWAN with Multi-Directional U-Nets. Proc. IEEE IPTA 2019. Istanbul, Turkeypdf slides
Oct. 2019D. Schwarz and D. Fourer. Methods and Datasets for DJ-Mix Reverse Engineering. Proc. 14th International Symposium on Computer Music Multidisciplinary Research (CMMR 2019). Marseille, France pdf slides
Sep. 2019D. Fourer and F. Auger. Second-order Time-Reassigned Synchrosqueezing Transform: Application to Draupner Wave Analysis. Proc. EUSIPCO 2019, Coruna, Spain. pdf slides code
Aug. 2019D. Fourer and F. Auger. Synchrosqueezing temporel d'ordre 2 de la transformée de Fourier à court terme . Proc. GRETSI 2019, Lille, France.pdf poster code
Aug. 2019R. Souriau, D. Fourer, H. Chen, J Lerbet, H. Maaref, V. Vigneron. High-Voltage Spindles detection from EEG signals using recursive synchrosqueezing transform. Proc. GRETSI 2019, Lille, France.pdf poster
May 2019D. Fourer. Apprentissage profond pour l'audio branding. Journee de la recherche ICAM, Icam, site de Paris-Sénart, Franceslides
Apr. 2019D. Fourer. Non-stationary Multicomponent Signals Analysis using the Synchosqueezing Transform. Seminaire IBISC, Evry, Franceslides
Mar. 2019S. Houidi, F. Auger, P. Frétaud, D. Fourer, L. Miègeville and H. Ben Attia Sethom. Design of an electricity consumption measurement system for Non Intrusive Load Monitoring. Proc. IEEE IREC 2019. Sousse, Tunisia.pdf slides
Jan. 2019S. Houidi, F. Auger, P. Frétaud, D. Fourer, L. Miègeville and H. Ben Attia Sethom. Conception d'un système de mesure de la consommation électrique d'une habitation pour le suivi et l'identification de charges résidentielles. Proc. C2i 2019: 8ieme Colloque Interdisciplinaire en Instrumentation. Talence, Francepdf


Dec. 2018D. Schwarz, G. Peeters, A. Cohen-Hadria, D. Fourer, U. Marchand, R. Mignot, F. Cornu, P. Laffitte, D. Schindler, R. Hofmann, Robin and R. Spadaveccia. D4.7 Final Research Report on Auto-Tagging of Music. DOI: 10.14279/depositonce-8168url
Sept. 2018Diemo Schwarz and Dominique Fourer. UnmixDB: A Dataset for DJ-Mix Information Retrieval. ISMIR 2018 Late Breaking Session, Paris, Francepdf poster
Aug. 2018Dominique Fourer, François Auger and Geoffroy Peeters. Local AM/FM parameters estimation: application to sinusoidal modeling and blind audio source separation. IEEE Signal Processing Letters. Vol. 25. Issue 10. DOI: 10.1109/LSP.2018.2867799. pp.1600-1604. oct. 2018. pdf results
May. 2018Dominique Fourer. Analysis of non-stationary and multicomponent signals with applications to music information retrieval. Seminar at LRI, Paris-Saclay.url
April. 2018Dominique Fourer and Geoffroy Peeters. Fast and adaptive blind audio source separation using recursive Levenberg-Marquardt synchrosqueezing. Proc. IEEE ICASSP'18. Calgary, Canada, Apr. 2018.pdf poster
Feb. 2018Sarra Houidi, François Auger, Houda Ben Attia Sethom, Laurence Miegeville, Dominique Fourer, Xiao Jiang. Statistical Assessment of Abrupt Change Detectors for Non Intrusive Load Monitoring. Proc. IEEE ICIT 2018. Feb. 2018.pdf slides
Jan. 2018Krzysztof Czarnecki, Dominique Fourer, François Auger, Mirosław Rojewski. A fast time-frequency multi-window analysis using a tuning directional kernel. Elsevier Signal Processing. DOI: 10.1016/j.sigpro.2018.01.019. pp. 110-119. Feb. 2018.pdf


Oct. 2017Diemo Schwarz and Dominique Fourer, Towards Extraction of Ground Truth Data from DJ Mixes. Proc. International Symposium on Music Information Retrieval (ISMIR). Suzhou, China. Oct. 2017.pdf poster
Sept. 2017J. Harmouche, D. Fourer, F. Auger, P. Borgnat and P. Flandrin.The Sliding Singular Spectrum Analysis: a Data-Driven Non-Stationary Signal Decomposition Tool. IEEE Transactions on Signal Processing. Vol. 66. Issue 1. DOI: 10.1109/TSP.2017.2752720. pp. 251-263. Jan. 2018.pdf
Sept. 2017Karol Abratkiewicz, Krzysztof Czarnecki, Dominique Fourer and Francois Auger. Estimation of Time-Frequency Complex Phase-Based Speech Attributes Using Narrow Band Filter Banks. Proc. IEEE Signal Processing Symposium (SPS'17). Warsaw Poland. Sept. 2017.pdf
Sept. 2017D. Fourer, F. Auger and G. Peeters. Estimation locale des modulations AM/FM: applications à la modélisation sinusoïdale audio et à la séparation de sources aveugle. Proc. GRETSI'17.Juan-les-Pins.France.pdf
Aug. 2017Dominique Fourer and Francois Auger, Recursive versions of the reassigned scalogram and of the synchrosqueezed Wavelet Transform. Proc. IEEE DSP'17. London, UK. Aug, 2017.pdf
Aug. 2017D. Fourer, J. Harmouche, J. Schmitt, T. Oberlin, S. Meignen, F. Auger and P. Flandrin. The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals. Proc. EUSIPCO 2017, Aug. 2017. Kos Island, Greece. pdf poster code
July 2017Sarra Houidi, François Auger, Houda Ben Attia Sethom, Dominique Fourer and Laurence Miègeville. Relevant feature selection for home appliances recognition. Proc. IEEE International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (ELECTRIMACS), July 2017. Toulouse, France.pdf slides
Jun 2017Dominique Fourer, François Auger, Krzysztof Czarnecki, Sylvain Meignen and Patrick Flandrin. Chirp rate and instantaneous frequency estimation: application to recursive vertical synchrosqueezing. IEEE Signal Processing Letters. Vol. 24. Issue 11. DOI: 10.1109/LSP.2017.2714578. pp. 1724-1728. Nov. 2017 pdf code
Mar. 2017Dominique Fourer and Geoffroy Peeters. Objective characterization of audio signal quality: Application to music collection description. Proc. IEEE 42st International Conference on Acoustics, Speech and Signal Processing (ICASSP'2017).March 2017. New Orleans, USA.pdf poster


May. 2016Dominique Fourer. Analyse temps-fréquence et perspectives d’application audio. Séminaire recherche et technologie. 12 mai 2016.IRCAM, Salle Stravinsky, Paris.slides video
May. 2016Dominique Fourer, Takaaki Shochi, Jean-Luc Rouas and Albert Rilliard. Perception of prosodic transformation for Japanese social affects. Proc. Speech Prosody 2016 (SP'16). May-June 2016. Boston, USA.pdf poster
Mar. 2016Dominique Fourer, François Auger and Patrick Flandrin. Recursive versions of the Levenberg-Marquardt reassigned spectrogram and of the synchrosqueezed STFT. Proc. IEEE 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP'2016).March 2016. Shanghai, China.pdf poster code


Sept. 2015Jinane Harmouche, Dominique Fourer, Patrick Flandrin, François Auger and Pierre Borgnat. Une ou deux composantes : la réponse de l'analyse spectrale singulière. Proc. GRETSI'15. Lyon, Francepdf slides
June. 2015Jean-Luc Rouas and Dominique Fourer. Classifying instruments with timbral features: application to ethnomusicological recordings. 5th International Workshop on Folk Music Analysis. Paris, Francepdf slides
June. 2015Jinane Harmouche, Dominique Fourer, Patrick Flandrin, François Auger and Pierre Borgnat. One or Two Components ? The Singular Spectrum Analysis answers. Conference: Structured Low-Rank Approximation (SLRA'2015). Grenoble, Franceposter code
Apr. 2015Dominique Fourer. Analyse de signaux multi-composantes: avancées théoriques et applications musicales. Séminaire IRIT. Toulouse, France. slides
Aug. 2015T. Shochi, D. Fourer, J-L. Rouas, M. Guerry and A. Rilliard. Perceptual evaluation of spoken Japanese attitudes. International Congress of Phonetic Sciences (ICPhS'2015). Glasgow, Scotland, UK.pdf
Mar. 2015T. Nishida,M. Abe,T. Ookaki,D. Lala, S. Thovuttikul,H. Song,Y. Mohammad,C. Nitschke,Y. Ohmoto,A. Nakazawa,T. Shochi,JL. Rouas,A. Bugeau,F. Lotte,M. Zuheng,G. Letournel,M. Guerry and D. Fourer.Synthetic Evidential Study as Augmented Collective Thought Process -- Preliminary Report. Proc. 7th Asian Conference on Intelligent Information and Database Systems (ACIIDS'15). Bali, Indonesiapdf


Oct. 2014Dominique Fourer, Jean-Luc Rouas, Pierre Hanna and Matthias Robine. Automatic timbre classification of ethnomusicological audio recordings. Proc. International Society for Music Information Retrieval Conference (ISMIR 2014).Taipei, Taiwan.pdf poster code
Sept. 2014Dominique Fourer. Characterization and manipulation of social affects in Japanese face-to-face interaction. Workshop Bordeaux-Kyoto "Interaction and communication". LaBRI, Univ. Bordeaux, Franceslides
Sept. 2014T. Fillon, J. Simonnot, M-F. Mifune, S. Khoury, G. Pellerin, M. Lecoz, E. Amy de La Bretèque, D. Doukhan, D. Fourer, J-L. Rouas, J. Pinquier, J. Mauclair and C. Barras. Telemeta: An open-source web framework for ethnomusicological audio archives management and automatic analysis. Proc. 1st Digital Libraries for Musicology workshop (DLfM 2014). London, UK.pdf code
June 2014D. Fourer, M. Guerry, T. Shochi, J-L. Rouas, J-J. Aucouturier and A. Rilliard. Analyse prosodique des affects sociaux dans l'interaction face à face en japonais. Conf. Journées d'étude de la parole (JEP 2014). June 23-27 2014. Le Mans, France.pdf slides
May 2014Dominique Fourer, Takaaki Shochi, Jean-Luc Rouas, Jean-Julien Aucouturier and Marine Guerry. Prosodic analysis of spoken Japanese attitudes. Proc. Speech Prosody 7. May 20-23 2014. Dublin, Ireland.pdf poster


Dec. 2013Dominique Fourer, (in french) Thèse de doctorat, sujet: Approche informée appliquée à l'analyse du son et de la musique. Directeur: Sylvain Marchandpdf slides
Nov. 2013Dominique Fourer and Sylvain Marchand.Informed Spectral Analysis: audio signal parameters estimation using side information. EURASIP. Journal on advances in signal processing (JASP'13). 2013:178. DOI:10.1186/1687-6180-2013-178pdf demo


Oct. 2012S. Marchand, R. Badeau, C. Baras, L. Daudet, D. Fourer, L. Girin, S. Gorlow, A. Liutkus, J. Pinel, G. Richard, N. Sturmel, S. Zhang. DReaM: a novel system for joint source separation and multi-track coding, in AES 133rd Convention, 2012.pdf
Aug. 2012Dominique Fourer and Sylvain Marchand. Informed Multiple-F0 Estimation Applied to Monaural Audio Source Separation. In Proceedings of the European Signal Processing Conference (EUSIPCO'12), Bucharest, Romania, August 2012.pdf demo


Nov. 2011Dominique Fourer. Informed Spectral Analysis for Isolated Audio Source Parameters Estimation, Séminaire problèmes inverses, IMB, Bordeauxslides
Oct. 2011Dominique Fourer and Sylvain Marchand. Informed Spectral Analysis for Isolated Audio Source Parameters Estimation. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA'11), New Paltz, New York, USA, October 2011. Institute of Electrical and Electronics Engineers (IEEE)pdf demo


Sept. 2010Sylvain Marchand and Dominique Fourer.Breaking the Bounds: Introducing Informed Spectral Analysis. In Proceedings of the Digital Audio Effects (DAFx'10) Conference, Graz, Austria, September 2010.pdf demo

Page last modified on June 01, 2022, at 04:59 PM
Valid HTML 4.01 Transitional