Laurent Girin

Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2021, 43 (5), pp.1761-1776. ⟨10.1109/TPAMI.2019.2953020⟩. ⟨hal-01950866v2⟩

Fanny Roche, Thomas Hueber, Maëva Garnier, Samuel Limier, Laurent Girin. Make That Sound More Metallic: Towards a Perceptually Relevant Control of the Timbre of Synthesizer Sounds Using a Variational Autoencoder. Transactions of the International Society for Music Information Retrieval (TISMIR), Ubiquity Press, 2021, 4, pp.52 - 66. ⟨10.5334/tismir.76⟩. ⟨hal-03247371⟩

Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, et al.. Dynamical Variational Autoencoders: A Comprehensive Review. Foundations and Trends in Machine Learning, Now Publishers, 2021, 15 (1-2), pp.1-175. ⟨10.1561/2200000089⟩. ⟨hal-02926215⟩

Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2020, 28, pp.1788-1800. ⟨10.1109/TASLP.2020.3000593⟩. ⟨hal-02364900v3⟩

Thomas Hueber, Eric Tatulli, Laurent Girin, Jean-Luc Schwartz. Evaluating the Potential Gain of Auditory and Audiovisual Speech-Predictive Coding Using Deep Learning. Neural Computation, Massachusetts Institute of Technology Press (MIT Press), 2020, 32 (3), pp.596-625. ⟨10.1162/neco_a_01264⟩. ⟨hal-03016083⟩

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, 27 (9), pp.1365-1377. ⟨10.1109/TASLP.2019.2919183⟩. ⟨hal-01969041⟩

Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2019, 13 (1), pp.88-103. ⟨10.1109/JSTSP.2019.2903472⟩. ⟨hal-01851985v2⟩

Xiaofei Li, Laurent Girin, Radu Horaud. Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function. CAAI Transactions on Intelligent Technologies, Institution of Engineering and Technology, 2019, 4 (1), pp.47 - 53. ⟨10.1049/trit.2018.1061⟩. ⟨hal-01982250⟩

Pierre Laffitte, Yun Wang, David Sodoyer, Laurent Girin. Assessing the Performances of different Neural Network Architectures for the Detection of Screams and Shouts in Public Transportation. Expert Systems with Applications, Elsevier, 2019, 117, pp.29-41. ⟨10.1016/j.eswa.2018.08.052⟩. ⟨hal-01892436⟩

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, 27 (3), pp.645-659. ⟨10.1109/TASLP.2019.2892412⟩. ⟨hal-01799809⟩

Xiaofei Li, Simon Leglaive, Laurent Girin, Radu Horaud. Audio-noise Power Spectral Density Estimation Using Long Short-term Memory. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2019, 26 (6), pp.918-922. ⟨10.1109/LSP.2019.2911879⟩. ⟨hal-02100059⟩

Xiaofei Li, Sharon Gannot, Laurent Girin, Radu Horaud. Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction based on Convolutive Transfer Function. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2018, 26 (10), pp.1755-1768. ⟨10.1109/TASLP.2018.2839362⟩. ⟨hal-01645749v3⟩

Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot. Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization with Spatial Sparsity Regularization. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (10), pp.1997 - 2012. ⟨10.1109/TASLP.2017.2740001⟩. ⟨hal-01413417⟩

Diandra Fabre, Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Pierre Badin. Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract. Speech Communication, Elsevier : North-Holland, 2017, 93, pp.63 - 75. ⟨10.1016/j.specom.2017.08.002⟩. ⟨hal-01578315⟩

Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda. Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (3), pp.662-673. ⟨10.1109/TASLP.2017.2651398⟩. ⟨hal-01485540⟩

Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot. Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016, 24 (11), pp.2171 - 2186. ⟨10.1109/TASLP.2016.2598319⟩. ⟨hal-01349691⟩

Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud. A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2016, 24 (8), pp.1408-1423. ⟨10.1109/TASLP.2016.2554286⟩. ⟨hal-01301762⟩

Florent Bocquelet, Thomas Hueber, Laurent Girin, Stephan Chabardès, Blaise Yvert. Key considerations in designing a speech brain-computer interface. Journal of Physiology - Paris, Elsevier, 2016, 110 (4, Part A), pp.392-401. ⟨10.1016/j.jphysparis.2017.07.002⟩. ⟨hal-01978301⟩

Florent Bocquelet, Thomas Hueber, Laurent Girin, Christophe Savariaux, Blaise Yvert. Real-Time Control of an Articulatory-Based Speech Synthesizer for Brain Computer Interfaces. PLoS Computational Biology, Public Library of Science, 2016, 12 (11), pp.e1005119. ⟨10.1371/journal.pcbi.1005119⟩. ⟨hal-01459706⟩

Faten Ben Ali, Sonia Djaziri-Larbi, Laurent Girin. Low Bit-Rate Speech Codec Based on a Long-Term Harmonic Plus Noise Model. Journal of the Audio Engineering Society, Audio Engineering Society, 2016, 64 (11), pp.844-857. ⟨10.17743/jaes.2016.0028⟩. ⟨hal-02520614⟩

Antoine Deleforge, Radu Horaud, Yoav Y. Schechner, Laurent Girin. Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (4), pp.718-731. ⟨10.1109/TASLP.2015.2405475⟩. ⟨hal-01112834v3⟩

Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Gérard Bailly. Speaker-Adaptive Acoustic-Articulatory Inversion using Cascaded Gaussian Mixture Regression. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (12), pp.2246-2259. ⟨10.1109/TASLP.2015.2464702⟩. ⟨hal-01231197⟩

Jonathan Pinel, Laurent Girin, Cléo Baras. A high-rate data hiding technique for uncompressed audio signals. Journal of the Audio Engineering Society, Audio Engineering Society, 2014, 62 (6), pp.400-413. ⟨10.17743/jaes.2014.0024⟩. ⟨hal-01143294⟩

Krystyna Grabski, Pascale Tremblay, Vincent Gracco, Laurent Girin, Marc Sato. A mediating role of the auditory dorsal pathway in selective adaptation to speech: a state-dependent transcranial magnetic stimulation study. Experimental Brain Research, Springer Verlag, 2013, 1515 (5), pp.55-65. ⟨10.1016/j.brainres.2013.03.024⟩. ⟨hal-00915287⟩

Shuhua Zhang, Laurent Girin. Fast and accurate direct MDCT to DFT conversion with arbitrary window functions. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013, 21 (3), pp.567-578. ⟨10.1109/TASL.2012.2227737⟩. ⟨hal-00807031⟩

Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gael Richard. Informed source separation through spectrogram coding and data embedding. Signal Processing, Elsevier, 2012, 92 (8), pp.1937-1949. ⟨10.1016/j.sigpro.2011.09.016⟩. ⟨hal-00643957⟩

Sylvain Marchand, Boris Mansencal, Laurent Girin. Interactive Music with Active Audio CDs. Lecture Notes in Computer Science, Springer, 2011, 6684, pp.31--50. ⟨hal-00625211⟩

Mathieu Parvaix, Laurent Girin. Informed source separation of linear instantaneous under-determined audio mixtures by source index embedding. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2011, 19 (6), pp.1721-1733. ⟨10.1109/TASL.2010.2097250⟩. ⟨hal-00695763⟩

Mathieu Parvaix, Laurent Girin, Jean-Marc Brossier. A Watermarking-Based Method for Informed Source Separation of Audio Signals with a Single Sensor. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010, 18 (6), pp.1464-1475. ⟨hal-00486809⟩

Laurent Girin. Adaptive long-term coding of LSF parameters trajectories for large delay / very- to ultra-low bit-rate speech coding. EURASIP Journal on Audio, Speech, and Music Processing, SpringerOpen, 2010, 2010 (Article ID 597039), pp.n/c. ⟨10.1155/2010/597039⟩. ⟨hal-00534492⟩

David Sodoyer, Bertrand Rivet, Laurent Girin, Christophe Savariaux, Jean-Luc Schwartz, et al.. A study of lip movements during spontaneous dialog and its application to voice activity detection. Journal of the Acoustical Society of America, Acoustical Society of America, 2009, 125 (2), pp.1184-1196. ⟨10.1121/1.3050257⟩. ⟨hal-00941145⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Visual voice activity detection as a help for speech source separation from convolutive mixtures. Speech Communication, Elsevier : North-Holland, 2007, 49 (7-8), pp.667-677. ⟨10.1016/j.specom.2007.04.008⟩. ⟨hal-00499184⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (1), pp.96-108. ⟨10.1109/TASL.2006.872619⟩. ⟨hal-00174100⟩

Bertrand Rivet, Laurent Girin, Christian Jutten. Log-Rayleigh Distribution: A Simple and Efficient Statistical Representation of Log-Spectral Coefficients. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (3), pp.796-802. ⟨10.1109/TASL.2006.885922⟩. ⟨hal-00174096⟩

Laurent Girin, Mohammad Firouzmand, Sylvain Marchand. Perceptual long-term variable-rate sinusoidal modeling of speech. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, 15 (3), pp.851-861. ⟨10.1109/TASL.2006.885928⟩. ⟨hal-00194164⟩

Gérard Bailly, Virginie Attina, Cléo Baras, Patrick Bas, Séverine Baudry, et al.. ARTUS: synthesis and audiovisual watermarking of the movements of a virtual agent interpreting subtitling using cued speech for deaf televiewers. Modelling, measurement and control C, AMSE, 2006, 67SH (2, supplement : handicap), pp.177-187. ⟨hal-00157826⟩

David Sodoyer, Laurent Girin, Christian Jutten, Jean-Luc Schwartz. Developing an audio-visual speech source separation algorithm. Speech Communication, Elsevier : North-Holland, 2004, 44, pp.113-125. ⟨hal-00186591⟩

Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Seguier. Learning and controlling the source-filter representation of speech with a variational autoencoder. CFA 2022 - 16e Congrès Français d'Acoustique, Société Française d'Acoustique (SFA), Apr 2022, Marseille, France. ⟨hal-03603791⟩

Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda. A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling. Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. pp.46-50, ⟨10.21437/Interspeech.2021-256⟩. ⟨hal-03295657⟩

Pierre-Amaury Grumiaux, Srdan Kitić, Prerak Srivastava, Laurent Girin, Alexandre Guérin. Saladnet: Self-Attentive Multisource Localization in the Ambisonics Domain. WASPAA 2021 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz / Virtual, United States. pp.336-340, ⟨10.1109/WASPAA52581.2021.9632737⟩. ⟨hal-03537340⟩

Brooke Stephenson, Thomas Hueber, Laurent Girin, Laurent Besacier. Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input. Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. pp.3865-3869, ⟨10.21437/Interspeech.2021-275⟩. ⟨hal-03372802⟩

Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber. Learning robust speech representation with an articulatory-regularized variational autoencoder. Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. pp.3345-3349, ⟨10.21437/Interspeech.2021-1604⟩. ⟨hal-03373252⟩

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guerin. High-resolution speaker counting in reverberant rooms using CRNN with Ambisonics features. EUSIPCO 2020 - 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. pp.71-75, ⟨10.23919/Eusipco47968.2020.9287637⟩. ⟨hal-03537323⟩

Pierre-Amaury Grumiaux, Srdan Kitić, Laurent Girin, Alexandre Guérin. Improved feature extraction for CRNN-based multiple sound source localization. EUSIPCO 2021 - 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.231-235, ⟨10.23919/EUSIPCO54536.2021.9616124⟩. ⟨hal-03537334⟩

Marc-Antoine Georges, Pierre Badin, Julien Diard, Laurent Girin, Jean-Luc Schwartz, et al.. Towards an articulatory-driven neural vocoder for speech synthesis. ISSP 2020 - 12th International Seminar on Speech Production, Dec 2020, Providence (virtual), United States. ⟨hal-03184762⟩

Brooke Stephenson, Laurent Besacier, Laurent Girin, Thomas Hueber. What the Future Brings: Investigating the Impact of Lookahead for Incremental Neural TTS. Interspeech 2020 - 21st Annual Conference of the International Speech Communication Association, Oct 2020, Shanghai (Virtual Conf), China. ⟨hal-02962234⟩

Pierre-Amaury Grumiaux, Srdan Kitic, Laurent Girin, Alexandre Guérin. Multichannel source counting with CRNN : analysis of the performance. Forum Acusticum 2020, Dec 2020, Lyon (virtual), France. pp.829-835, ⟨10.48465/fa.2020.0766⟩. ⟨hal-03235360⟩

Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. A Recurrent Variational Autoencoder for Speech Enhancement. ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. pp.371-375, ⟨10.1109/ICASSP40776.2020.9053164⟩. ⟨hal-02329000v2⟩

Xavier Alameda-Pineda, Soraya Arias, Yutong Ban, Guillaume Delorme, Laurent Girin, et al.. Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. ACMMM 2019 - 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. pp.1059-1061, ⟨10.1145/3343031.3350590⟩. ⟨hal-02354514⟩

Fanny Roche, Thomas Hueber, Samuel Limier, Laurent Girin. Autoencoders for music sound modeling : a comparison of linear, shallow, deep, recurrent and variational models. SMC 2019 - 16th Sound & Music Computing Conference, May 2019, Malaga, Spain. ⟨hal-02349406⟩

Simon Leglaive, Laurent Girin, Radu Horaud. Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.101-105, ⟨10.1109/ICASSP.2019.8683704⟩. ⟨hal-02005102v2⟩

Raphael Frisch, Marvin Faix, Jacques Droulez, Laurent Girin, Emmanuel Mazer. Bayesian time-domain multiple sound source localization for a stochastic machine. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902666⟩. ⟨hal-02377220⟩

Laurent Girin, Fanny Roche, Thomas Hueber, Simon Leglaive. Notes on the use of variational autoencoders for speech and audio spectrogram modeling. DAFx 2019 - 22nd International Conference on Digital Audio Effects, Sep 2019, Birmingham, United Kingdom. pp.1-8. ⟨hal-02349385⟩

Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - 44th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩. ⟨hal-02005106⟩

Yutong Ban, Xiaofei Li, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking. ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada. pp.6553-6557, ⟨10.1109/ICASSP.2018.8462100⟩. ⟨hal-01718114⟩

Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. A Cascaded Multiple-Speaker Localization and Tracking System. IWAENC - LOCATA Challenge Workshop - a satellite event of IWAENC 2018, Sep 2018, Tokyo, Japan. pp.1-5. ⟨hal-01957137⟩

Xiaofei Li, Bastien Mourgue, Laurent Girin, Sharon Gannot, Radu Horaud. Online Localization of Multiple Moving Speakers in Reverberant Environments. SAM 2018 - 10th IEEE Workshop on Sensor Array and Multichannel Signal Processing, Jul 2018, Sheffield, United Kingdom. pp.405-409, ⟨10.1109/SAM.2018.8448423⟩. ⟨hal-01795462⟩

Xiaofei Li, Sharon Gannot, Laurent Girin, Radu Horaud. Multisource MINT Using the Convolutive Transfer Function. ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada. pp.756-760, ⟨10.1109/ICASSP.2018.8462607⟩. ⟨hal-01718106⟩

Quan Nguyen, Laurent Girin, Gérard Bailly, Frédéric Elisei, Duc-Canh Nguyen. Autonomous Sensorimotor Learning for Sound Source Localization by a Humanoid Robot. IROS 2018 - Workshop on Crossmodal Learning for Intelligent Robotics in conjunction with IEEE/RSJ IROS, Oct 2018, Madrid, Spain. ⟨hal-01921882⟩

Simon Leglaive, Laurent Girin, Radu Horaud. A variance modeling framework based on variational autoencoders for speech enhancement. MLSP 2018 - IEEE 28th International Workshop on Machine Learning for Signal Processing, Sep 2018, Aalborg, Denmark. pp.1-6, ⟨10.1109/MLSP.2018.8516711⟩. ⟨hal-01832826⟩

Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud. An EM Algorithm for Joint Source Separation and Diarisation of Multichannel Convolutive Speech Mixtures. ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.16-20, ⟨10.1109/ICASSP.2017.7951789⟩. ⟨hal-01430761⟩

Xiaofei Li, Laurent Girin, Radu Horaud. An EM Algorithm for Audio Source Separation Based on the Convolutive Transfer Function. WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, NY, United States. pp.56-60, ⟨10.1109/WASPAA.2017.8169994⟩. ⟨hal-01568818⟩

Xiaofei Li, Laurent Girin, Radu Horaud. Audio Source Separation Based on Convolutive Transfer Function and Frequency-Domain Lasso Optimization. ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.541-545, ⟨10.1109/ICASSP.2017.7952214⟩. ⟨hal-01430754⟩

Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. Exploiting the Complementarity of Audio and Visual Data in Multi-Speaker Tracking. ICCVW 2017 - IEEE International Conference on Computer Vision Workshops, Oct 2017, Venise, Italy. pp.446-454, ⟨10.1109/ICCVW.2017.60⟩. ⟨hal-01577965⟩

Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud, Sharon Gannot. Exploiting the Intermittency of Speech for Joint Separation and Diarization. WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, NY, United States. pp.41-45, ⟨10.1109/WASPAA.2017.8169991⟩. ⟨hal-01568813⟩

Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda. Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.459-468, ⟨10.1007/978-3-319-53547-0_43⟩. ⟨hal-01646098⟩

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau. Explaining the Parameterized Wiener Filter with Alpha-Stable Processes. WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, New York, United States. ⟨hal-01548508⟩

Laurent Girin, Roland Badeau. On the Use of Latent Mixing Filters in Audio Source Separation. LVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.225-235, ⟨10.1007/978-3-319-53547-0_22⟩. ⟨hal-01400965⟩

Raphael Frisch, Raphaël Laurent, Marvin Faix, Laurent Girin, Laurent Fesquet, et al.. A Bayesian stochastic machine for sound source localization. ICRC 2017 - IEEE International Conference on Rebooting Computing, Nov 2017, Washington, DC, United States. pp.1-8. ⟨hal-01644346⟩

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Non-Stationary Noise Power Spectral Density Estimation Based on Regional Statistics. ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Mar 2016, Shanghai, China. pp.181-185, ⟨10.1109/ICASSP.2016.7471661⟩. ⟨hal-01250892⟩

Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud. An Inverse-Gamma Source Variance Prior with Factorized Parameterization for Audio Source Separation. ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Mar 2016, Shanghai, China. pp.136-140, ⟨10.1109/ICASSP.2016.7471652⟩. ⟨hal-01253169⟩

Xiaofei Li, Radu Horaud, Laurent Girin, Sharon Gannot. Voice Activity Detection Based on Statistical Likelihood Ratio With Adaptive Thresholding. IWAENC 2016 - International Workshop on Acoustic Signal Enhancement (IWAENC), Sep 2016, Xi'an, China. pp.1-5, ⟨10.1109/IWAENC.2016.7602911⟩. ⟨hal-01349776⟩

Xiaofei Li, Laurent Girin, Fabien Badeig, Radu Horaud. Reverberant Sound Localization with a Robot Head Based on Direct-Path Relative Transfer Function. IEEE/RSJ International Conference on Intelligent Robots and Systems, IEEE, Oct 2016, Daejeon, South Korea. pp.2819-2826, ⟨10.1109/IROS.2016.7759437⟩. ⟨hal-01349771⟩

Pierre Laffitte, David Sodoyer, Charles Tatkeu, Laurent Girin. Deep neural networks for automatic detection of screams and shouted speech in subway trains. ICASSP 2016 - 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.6460-6464, ⟨10.1109/ICASSP.2016.7472921⟩. ⟨hal-01385272⟩

Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud. A Variational EM Algorithm for the Separation of Moving Sound Sources. WASPAA 2015 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, IEEE Signal Processing Society, Oct 2015, New Paltz, NY, United States. pp.1-5, ⟨10.1109/WASPAA.2015.7336936⟩. ⟨hal-01169764v2⟩

Xiaofei Li, Laurent Girin, Radu Horaud, Sharon Gannot. Estimation of Relative Transfer Function in the Presence of Stationary Noise Based on Segmental Power Spectral Density Matrix Subtraction. ICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.320 - 324, ⟨10.1109/ICASSP.2015.7177983⟩. ⟨hal-01119186⟩

Xiaofei Li, Radu Horaud, Laurent Girin, Sharon Gannot. Local Relative Transfer Function for Sound Source Localization. EUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France. pp.399-403, ⟨10.1109/EUSIPCO.2015.7362413⟩. ⟨hal-01163675⟩

Florent Bocquelet, Thomas Hueber, Laurent Girin, Christophe Savariaux, Blaise Yvert. Real-time Control of a DNN-based Articulatory Synthesizer for Silent Speech Conversion: a pilot study. Interspeech 2015 - 16th Annual Conference of the International Speech Communication Association, Sep 2015, Dresden, Germany. ⟨hal-01726265⟩

Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Sound Representation and Classification Benchmark for Domestic Robots. ICRA 2014 - IEEE International Conference on Robotics and Automation, May 2014, Hong Kong, China. pp.6285-6292, ⟨10.1109/ICRA.2014.6907786⟩. ⟨hal-00952092⟩

Antoine Deleforge, Vincent Drouard, Laurent Girin, Radu Horaud. Mapping Sounds on Images Using Binaural Spectrograms. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.2470 - 2474. ⟨hal-01019287⟩

Serap Kırbız, Alexey Ozerov, Antoine Liutkus, Laurent Girin. Perceptual coding-based informed source separation. EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. ⟨hal-01016314⟩

Florent Bocquelet, Thomas Hueber, Laurent Girin, Pierre Badin, Blaise Yvert. Robust Articulatory Speech Synthesis using Deep Neural Networks for BCI Applications. Interspeech 2014 - 15th Annual Conference of the International Speech Communication Association, Sep 2014, Singapour, Singapore. ⟨hal-01228891⟩

Maxime Janvier, Radu Horaud, Laurent Girin, Frédéric Berthommier, Louis-Jean Boë, et al.. Supervised Classification of Baboon Vocalizations. Workshop: Neural Information Processing Scaled for Bioacoustics : NIPS4B, Dec 2013, Lake Tahoe, Nevada, United States. 10 p. ⟨hal-00910104⟩

Shuhua Zhang, Laurent Girin, Antoine Liutkus. Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩. ⟨hal-00940328⟩

Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Sound-Event Recognition with a Companion Humanoid. Humanoids 2012 - IEEE International Conference on Humanoid Robotics, Nov 2012, Osaka, Japan. pp.104-111, ⟨10.1109/HUMANOIDS.2012.6651506⟩. ⟨hal-00768767⟩

Frédéric Berthommier, Laurent Girin, Louis-Jean Boë. A Simple Hybrid Acoustic / Morphologically Constrained Technique for the Synthesis of Stop Consonants in Various Vocalic Contexts. Interspeech 2012 - 13th Annual Conference of the International Speech Communication Association, Sep 2012, Portland, United States. pp.Thu.P10a.05. ⟨hal-00807519⟩

Nicolas Sturmel, Antoine Liutkus, Jonathan Pinel, Laurent Girin, Sylvain Marchand, et al.. Linear Mixing Models for Active Listening of Music Productions in Realistic Studio Conditions. AES 2012 - 132nd AES Convention, Apr 2012, Budapest, Hungary. Paper 8594. ⟨hal-00790783⟩

Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, et al.. Informed Audio Source Separation: A Comparative Study. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.n/c. ⟨hal-00809525⟩

Nicolas Sturmel, Laurent Daudet, Laurent Girin. Phase-based informed source separation for active listening of music. DAFx 2012 - 15th International Conference on Digital Audio Effects, Sep 2012, York, United Kingdom. pp.n/c. ⟨hal-00807001⟩

Sylvain Marchand, Roland Badeau, Cléo Baras, Laurent Daudet, Dominique Fourer, et al.. DReaM: A Novel System for Joint Source Separation and Multi-Track Coding. AES 2012 - 133rd AES Convention, Oct 2012, San Francisco, United States. CD 133papers. ⟨hal-00809503⟩

Timothée Gerber, Martin Dutasta, Laurent Girin, Cédric Févotte. Professionally-produced music separation guided by covers. ISMIR 2012 - International Society for Music Information Retrieval Conference, Oct 2012, Porto, Portugal. pp.n/c. ⟨hal-00807027⟩

Jonathan Pinel, Laurent Girin. "Sparsification" of audio signals using the MDCT/IntMDCT and a psychoacoustic model - Application to informed audio source separation. AES 2011 - 42nd International Conference: Semantic Audio, Jul 2011, Ilmenau, Germany. pp.179-188. ⟨hal-00695730⟩

Shuhua Zhang, Laurent Girin. An informed source separation system for speech signals. Interspeech 2011 - 12th Annual Conference of the International Speech Communication Association, Aug 2011, Florence, Italy. pp.573-576. ⟨hal-00695758⟩

Jonathan Pinel, Laurent Girin. A high-rate data hiding technique for audio signals based on IntMDCT quantization. DAFx 2011 - 14th International Conference on Digital Audio Effects, Sep 2011, Paris, France. pp.353-356. ⟨hal-00695759⟩

Laurent Girin, Jonathan Pinel. Informed audio source separation from compressed linear stereo mixtures. AES 2011 - 42nd International Conference: Semantic Audio, Jul 2011, Ilmenau, Germany. pp.159-168. ⟨hal-00695724⟩

Faten Ben Ali, Laurent Girin, Sonia Djaziri-Larbi. A long-term harmonic plus noise model for speech signals. Interspeech 2011 - 12th Annual Conference of the International Speech Communication Association, Aug 2011, Florence, Italy. pp.53-56. ⟨hal-00695752⟩

Sylvain Marchand, Boris Mansencal, Laurent Girin. Interactive Music with Active Audio CDs. CMMR 2010 - 7th International Symposium on Computer Music Modeling and Retrieval, Jun 2010, Málaga, Spain. pp.73--74. ⟨hal-00502792⟩

Mathieu Parvaix, Laurent Girin. Informed source separation of underdetermined instantaneous stereo mixtures using source index embedding. ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, United States. pp.245-248. ⟨hal-00486804⟩

Jonathan Pinel, Laurent Girin, Cléo Baras. Une technique de tatouage " haute-capacité " pour signaux musicaux au format CD-audio. CFA 2010 - 10ème Congrès Français d'Acoustique, Apr 2010, Lyon, France. ⟨hal-00542884⟩

Mathieu Parvaix, Laurent Girin. Séparation de source informée pour des mélanges stéréo instantanés utilisant un tatouage de l'index des sources localement prédominantes. CFA 2010 - 10ème Congrès Français d'Acoustique, Apr 2010, Lyon, France. pp.Cd-Rom. ⟨hal-00486818⟩

Mathieu Parvaix, Laurent Girin, Laurent Daudet, Jonathan Pinel, Cléo Baras. Hybrid coding/indexing strategy for informed source separation of linear instantaneous under-determined audio mixtures. ICA 2010 - 20th International Congress on Acoustics, Aug 2010, Sydney, Australia. pp.ICA2010. ⟨hal-00535684⟩

Mathieu Mazuel, Dominique David, Laurent Girin. Linking Motion Sensors and Digital Signal Processing for Real-Time Musical Transformations. HAID 2010 - 5th International Workshop Haptic Audio Interaction Design, Sep 2010, Copenhague, Denmark. pp.HAID2010. ⟨hal-00535694⟩

Jonathan Pinel, Laurent Girin, Cléo Baras, Mathieu Parvaix. A high-capacity watermarking technique for audio signals based on MDCT-domain quantization. ICA 2010 - 20th International Congress on Acoustics, Aug 2010, Sydney, Australia. pp.ICA2010. ⟨hal-00534502⟩

Faten Ben Ali, Laurent Girin, Sonia Djaziri-Larbi. Long-term modelling of parameters trajectories for the harmonic plus noise model of speech signals. ICA 2010 - 20th International Congress on Acoustics, Aug 2010, Sydney, Australia. pp.ICA2010. ⟨hal-00534497⟩

Mathieu Parvaix, Laurent Girin, Jean-Marc Brossier. A watermarking-based method for single-channel audio source separation. ICASSP 2009 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.1. ⟨hal-00361713⟩

Kris Hermus, Laurent Girin, Hugo van Hamme, Sufian Irhimeh. Estimation of the Voicing Cut-Off Frequency Contour of Natural Speech Based on Harmonic and Aperiodic Energies. ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. ⟨hal-00329764⟩

Laurent Girin, Mohammad Firouzmand. Long-Term Flexible 2D Cepstral Modeling of Speech Spectral Amplitudes. ICASSP 2008 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, Nevada, United States. ⟨hal-00329752⟩

Andrew Aubrey, Bertrand Rivet, Yulia Hicks, Laurent Girin, Jonathon Chambers, et al.. Two novel visual voice activity detectors based on appearance models and retinal filltering. EUSIPCO 2007 - 15th European Signal Processing Conference, Sep 2007, Poznan, Poland. ⟨hal-00188132⟩

Bertrand Rivet, Laurent Girin, Christine Serviere, Dinh-Tuan Pham, Christian Jutten. Audiovisual speech source separation: a regularization method based on visual voice activity detection. AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. pp.223-227. ⟨hal-00195014⟩

Bertrand Rivet, Andrew Aubrey, Laurent Girin, Yulia Hicks, Christian Jutten, et al.. Development and comparison of two approaches for visual speech analysis with application to voice activity detection. AVSP 2007 - 6th International Conference on Auditory-Visual Speech Processing, Aug 2007, Hilvarenbeek, Netherlands. p. 228-232. ⟨hal-00195015⟩

Bertrand Rivet, Laurent Girin, Christine Serviere, Dinh-Tuan Pham, Christian Jutten. Using a Visual Voice Activity Detector to Regularize the Permutations in Blind Separation of Convolutive Speech Mixtures. DSP 2007 - 15th IEEE International Conference on Digital Signal Processing, Jul 2007, Cardiff, United Kingdom. pp.223-226, ⟨10.1109/ICDSP.2007.4288559⟩. ⟨hal-00173341⟩

Laurent Girin. Long-term quantization of speech LSF parameters. ICASSP 2007 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2007, Honolulu, Hawaii, United States. pp.845. ⟨hal-00194157⟩

Gérard Bailly, Cléo Baras, Patrick Bas, Séverine Baudry, Denis Beautemps, et al.. ARTUS : calcul et tatouage audiovisuel des mouvements d'un personnage animé virtuel pour l'accessibilité d'émissions télévisuelles aux téléspectateurs sourds comprenant la Langue Française Parlée Complétée. Handicap, Jun 2006, Paris, France. pp.265-270. ⟨hal-00366492⟩

David Sodoyer, Christian Jutten, Laurent Girin, Jean-Luc Schwartz, Bertrand Rivet. Solving the indeterminations of Blind source separation of convolutive speech mixtures. IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2006, 2006, Toulouse, France. ⟨hal-00098153⟩

Laurent Girin. Theoretical and experimental bases of a new method for accurate separation of harmonic and noise components of speech signals. European Signal Processing conference (EUSIPCO), Sep 2006, Florence, Italy. pp.1. ⟨hal-00372280⟩

David Sodoyer, Bertrand Rivet, Laurent Girin, Jean-Luc Schwartz, Christian Jutten. An analysis of visual speech information applied to voice activity detection. IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp.1. ⟨hal-00361750⟩

M. Firouzmand, Laurent Girin, Sylvain Marchand. Comparing Several Models for Perceptual Long-Term Modeling of Amplitudes and Phase Trajectories of Sinusoidal Speech. Proceedings of the INTERSPEECH -- EUROSPEECH Conference, Sep 2005, Portugal. pp.357-360. ⟨hal-00308299⟩

Martin Raspaud, Sylvain Marchand, Laurent Girin. A Generalized Polynomial And Sinusoidal Model For Partial Tracking And Time Stretching. Proceedings of the Digital Audio Effects (DAFx05) Conference, Sep 2005, Spain. pp.24--29. ⟨hal-00307987⟩

Laurent Girin, Sylvain Marchand. Watermarking of Speech Signals Using the Sinusoidal Model and Frequency Modulation of the Partials. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2004, Canada. pp.I - 633-6. ⟨hal-00308297⟩

Laurent Girin, Mohammad Firouzmand, Sylvain Marchand. Long Term Modeling of Phase Trajectories within the Speech Sinusoidal Model Framework. INTERSPEECH - 8th International Conference on Spoken Language Processing (ICSLP04), Oct 2004, South Korea. pp.2469-2472. ⟨hal-00308298⟩

Denis Beautemps, Thomas Burger, Laurent Girin. Characterizing and classifying Cued Speech vowels from labial parameters. 8th International Conference on Spoken Language Processing (ICSLP'04 or InterSpeech'04), 2004, Jeju, South Korea. ⟨hal-00328134⟩

Laurent Girin, Sylvain Marchand, Joseph Di Martino, Axel Röbel, Geoffroy Peeters. Comparing the Order of a Polynomial Phase Model for the Synthesis of Quasi-Harmonic Audio Signals. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - WASPAA'03, Oct 2003, New York, United States. pp.193- 196. ⟨hal-00308296⟩

Laurent Girin, Sharon Gannot, Xiaofei Li. Audio source separation into the wild. Multimodal Behavior Analysis in the Wild, Academic Press (Elsevier), pp.53-78, 2018, Computer Vision and Pattern Recognition, ⟨10.1016/B978-0-12-814601-9.00022-5⟩. ⟨hal-01943375⟩

Nicolas Sturmel, Laurent Daudet, Laurent Girin. Procédé de traitement numérique sur un ensemble de pistes audio avant mixage. France, N° de brevet: FR 2984579. 2013, pp.20. ⟨hal-01021287⟩

Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau. Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal. France, Patent n° : US20140037110A1. 2010. ⟨hal-02651076⟩

Mathieu Parvaix, Laurent Girin, Jean-Marc Brossier, Sylvain Marchand. Procédé et dispositif de formation d'un signal mixé, procédé et dispositif de séparation de signaux, et signal correspondant. France, N° de brevet: FR 2944403. 2010, pp.20. ⟨hal-01021265⟩

Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau. Procédé et dispositif de formation d'un signal mixé numérique audio, procédé et dispositif de séparation de signaux, et signal correspondant. 2010. ⟨hal-00945254⟩

Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda. Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder. 2022. ⟨hal-03584014⟩

Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier. Learning and controlling the source-filter representation of speech with a variational autoencoder. 2022. ⟨hal-03650569v2⟩

Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin. Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. 2021. ⟨hal-03295630⟩