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On the Use of Latent Mixing Filters in Audio Source Separation

Laurent Girin , Roland Badeau
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⟩
Communication dans un congrès hal-01400965v1
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A variance modeling framework based on variational autoencoders for speech enhancement

Simon Leglaive , Laurent Girin , Radu Horaud
MLSP 2018 - IEEE 28th International Workshop on Machine Learning for Signal Processing, Sep 2018, Aalborg, Denmark. pp.1-6, ⟨10.1109/MLSP.2018.8516711⟩
Communication dans un congrès hal-01832826v1
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Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function

Xiaofei Li , Laurent Girin , Radu Horaud
CAAI Transactions on Intelligent Technologies, 2019, 4 (1), pp.47 - 53. ⟨10.1049/trit.2018.1061⟩
Article dans une revue hal-01982250v1
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Audio source separation into the wild

Laurent Girin , Sharon Gannot , Xiaofei Li
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⟩
Chapitre d'ouvrage hal-01943375v1
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Audio Source Separation Based on Convolutive Transfer Function and Frequency-Domain Lasso Optimization

Xiaofei Li , Laurent Girin , Radu Horaud
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⟩
Communication dans un congrès hal-01430754v1
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Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping

Laurent Girin , Thomas Hueber , Xavier Alameda-Pineda
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2017, 25 (3), pp.662-673. ⟨10.1109/TASLP.2017.2651398⟩
Article dans une revue hal-01485540v1
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Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation

Xiaoyu Lin , Laurent Girin , Xavier Alameda-Pineda
Transactions on Machine Learning Research Journal, 2024, pp.1-19
Article dans une revue hal-03584014v1
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An EM Algorithm for Audio Source Separation Based on the Convolutive Transfer Function

Xiaofei Li , Laurent Girin , Radu Horaud
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⟩
Communication dans un congrès hal-01568818v1
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Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization

Simon Leglaive , Laurent Girin , Radu Horaud
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.101-105, ⟨10.1109/ICASSP.2019.8683704⟩
Communication dans un congrès hal-02005102v2
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Audio-noise Power Spectral Density Estimation Using Long Short-term Memory

Xiaofei Li , Simon Leglaive , Laurent Girin , Radu Horaud
IEEE Signal Processing Letters, 2019, 26 (6), pp.918-922. ⟨10.1109/LSP.2019.2911879⟩
Article dans une revue hal-02100059v1
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Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization with Spatial Sparsity Regularization

Xiaofei Li , Laurent Girin , Radu Horaud , Sharon Gannot
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2017, 25 (10), pp.1997 - 2012. ⟨10.1109/TASLP.2017.2740001⟩
Article dans une revue hal-01413417v1
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Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function

Xiaofei Li , Laurent Girin , Sharon Gannot , Radu Horaud
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2019, 27 (3), pp.645-659. ⟨10.1109/TASLP.2019.2892412⟩
Article dans une revue hal-01799809v1
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Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering

Xiaofei Li , Laurent Girin , Sharon Gannot , Radu Horaud
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2019, 27 (9), pp.1365-1377. ⟨10.1109/TASLP.2019.2919183⟩
Article dans une revue hal-01969041v1
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Estimation of the Direct-Path Relative Transfer Function for Supervised Sound-Source Localization

Xiaofei Li , Laurent Girin , Radu Horaud , Sharon Gannot
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2016, 24 (11), pp.2171 - 2186. ⟨10.1109/TASLP.2016.2598319⟩
Article dans une revue hal-01349691v1
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Notes on the use of variational autoencoders for speech and audio spectrogram modeling

Laurent Girin , Fanny Roche , Thomas Hueber , Simon Leglaive
DAFx 2019 - 22nd International Conference on Digital Audio Effects, Sep 2019, Birmingham, United Kingdom. pp.1-8
Communication dans un congrès hal-02349385v1
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Local Relative Transfer Function for Sound Source Localization

Xiaofei Li , Radu Horaud , Laurent Girin , Sharon Gannot
EUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France. pp.399-403, ⟨10.1109/EUSIPCO.2015.7362413⟩
Communication dans un congrès hal-01163675v1
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Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework

Laurent Girin , Thomas Hueber , Xavier Alameda-Pineda
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⟩
Communication dans un congrès hal-01646098v1
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Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction based on Convolutive Transfer Function

Xiaofei Li , Sharon Gannot , Laurent Girin , Radu Horaud
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018, 26 (10), pp.1755-1768. ⟨10.1109/TASLP.2018.2839362⟩
Article dans une revue hal-01645749v3
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Mapping Sounds on Images Using Binaural Spectrograms

Antoine Deleforge , Vincent Drouard , Laurent Girin , Radu Horaud
EUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.2470 - 2474
Communication dans un congrès hal-01019287v1

Speaker-Adaptive Acoustic-Articulatory Inversion using Cascaded Gaussian Mixture Regression

Thomas Hueber , Laurent Girin , Xavier Alameda-Pineda , Gérard Bailly
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2015, 23 (12), pp.2246-2259. ⟨10.1109/TASLP.2015.2464702⟩
Article dans une revue hal-01231197v1
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A Recurrent Variational Autoencoder for Speech Enhancement

Simon Leglaive , Xavier Alameda-Pineda , Laurent Girin , Radu Horaud
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⟩
Communication dans un congrès hal-02329000v2
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Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression

Antoine Deleforge , Radu Horaud , Yoav Y. Schechner , Laurent Girin
IEEE Transactions on Audio, Speech and Language Processing, 2015, 23 (4), pp.718-731. ⟨10.1109/TASLP.2015.2405475⟩
Article dans une revue hal-01112834v3
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Unsupervised Speech Enhancement using Dynamical Variational Autoencoders

Xiaoyu Bie , Simon Leglaive , Xavier Alameda-Pineda , Laurent Girin
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2993 - 3007. ⟨10.1109/TASLP.2022.3207349⟩
Article dans une revue hal-03295630v1
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Non-Stationary Noise Power Spectral Density Estimation Based on Regional Statistics

Xiaofei Li , Laurent Girin , Sharon Gannot , Radu Horaud
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⟩
Communication dans un congrès hal-01250892v1
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Estimation of Relative Transfer Function in the Presence of Stationary Noise Based on Segmental Power Spectral Density Matrix Subtraction

Xiaofei Li , Laurent Girin , Radu Horaud , Sharon Gannot
ICASSP 2015 - 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.320 - 324, ⟨10.1109/ICASSP.2015.7177983⟩
Communication dans un congrès hal-01119186v1
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Voice Activity Detection Based on Statistical Likelihood Ratio With Adaptive Thresholding

Xiaofei Li , Radu Horaud , Laurent Girin , Sharon Gannot
IWAENC 2016 - International Workshop on Acoustic Signal Enhancement (IWAENC), Sep 2016, Xi'an, China. pp.1-5, ⟨10.1109/IWAENC.2016.7602911⟩
Communication dans un congrès hal-01349776v1
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Reverberant Sound Localization with a Robot Head Based on Direct-Path Relative Transfer Function

Xiaofei Li , Laurent Girin , Fabien Badeig , Radu Horaud
IEEE/RSJ International Conference on Intelligent Robots and Systems, IEEE, Oct 2016, Daejeon, South Korea. pp.2819-2826, ⟨10.1109/IROS.2016.7759437⟩
Communication dans un congrès hal-01349771v1
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Multisource MINT Using the Convolutive Transfer Function

Xiaofei Li , Sharon Gannot , Laurent Girin , Radu Horaud
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada. pp.756-760, ⟨10.1109/ICASSP.2018.8462607⟩
Communication dans un congrès hal-01718106v1
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Sound Representation and Classification Benchmark for Domestic Robots

Maxime Janvier , Xavier Alameda-Pineda , Laurent Girin , Radu Horaud
ICRA 2014 - IEEE International Conference on Robotics and Automation, May 2014, Hong Kong, China. pp.6285-6292, ⟨10.1109/ICRA.2014.6907786⟩
Communication dans un congrès hal-00952092v1
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Sound-Event Recognition with a Companion Humanoid

Maxime Janvier , Xavier Alameda-Pineda , Laurent Girin , Radu Horaud
Humanoids 2012 - IEEE International Conference on Humanoid Robotics, Nov 2012, Osaka, Japan. pp.104-111, ⟨10.1109/HUMANOIDS.2012.6651506⟩
Communication dans un congrès hal-00768767v1