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hal-01250892v1  Conference papers
Xiaofei LiLaurent GirinSharon GannotRadu Horaud. Non-Stationary Noise Power Spectral Density Estimation Based on Regional Statistics
41st IEEE International Conference on Acoustics, Speech and SIgnal Processing (ICASSP 2016), IEEE Signal Processing Society, Mar 2016, Shanghai, China. pp.181-185, ⟨10.1109/ICASSP.2016.7471661⟩
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hal-01430754v1  Conference papers
Xiaofei LiLaurent GirinRadu Horaud. Audio Source Separation Based on Convolutive Transfer Function and Frequency-Domain Lasso Optimization
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp.541-545, ⟨10.1109/ICASSP.2017.7952214⟩
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hal-01413417v1  Journal articles
Xiaofei LiLaurent GirinRadu HoraudSharon 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⟩
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hal-01577965v1  Conference papers
Yutong BanLaurent GirinXavier Alameda-PinedaRadu Horaud. Exploiting the Complementarity of Audio and Visual Data in Multi-Speaker Tracking
ICCV Workshop on Computer Vision for Audio-Visual Media, Oct 2017, Venise, Italy. pp.446-454, ⟨10.1109/ICCVW.2017.60⟩
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hal-01430761v1  Conference papers
Dionyssos Kounades-BastianLaurent GirinXavier Alameda-PinedaSharon GannotRadu Horaud. An EM Algorithm for Joint Source Separation and Diarisation of Multichannel Convolutive Speech Mixtures
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp.16-20, ⟨10.1109/ICASSP.2017.7951789⟩
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hal-01568813v1  Conference papers
Dionyssos Kounades-BastianLaurent GirinXavier Alameda-PinedaRadu HoraudSharon Gannot. Exploiting the Intermittency of Speech for Joint Separation and Diarization
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⟩
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hal-01568818v1  Conference papers
Xiaofei LiLaurent GirinRadu Horaud. An EM Algorithm for Audio Source Separation Based on the Convolutive Transfer Function
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⟩
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hal-02354514v1  Conference papers
Xavier Alameda-PinedaSoraya AriasYutong BanGuillaume DelormeLaurent 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⟩
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hal-01646098v1  Conference papers
Laurent GirinThomas HueberXavier Alameda-Pineda. Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.459-468, ⟨10.1007/978-3-319-53547-0_43⟩
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hal-01400965v1  Conference papers
Laurent GirinRoland Badeau. On the Use of Latent Mixing Filters in Audio Source Separation
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.225-235, ⟨10.1007/978-3-319-53547-0_22⟩
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hal-00768767v1  Conference papers
Maxime JanvierXavier Alameda-PinedaLaurent GirinRadu 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⟩
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hal-01112834v3  Journal articles
Antoine DeleforgeRadu HoraudYoav Y. SchechnerLaurent 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⟩
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hal-00952092v1  Conference papers
Maxime JanvierXavier Alameda-PinedaLaurent GirinRadu Horaud. Sound Representation and Classification Benchmark for Domestic Robots
2014 IEEE International Conference on Robotics and Automation (ICRA 2014), May 2014, Hong-Kong, China. pp.6285-6292, ⟨10.1109/ICRA.2014.6907786⟩
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hal-01169764v2  Conference papers
Dionyssos Kounades-BastianLaurent GirinXavier Alameda-PinedaSharon GannotRadu 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⟩
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hal-01548508v1  Conference papers
Mathieu FontaineAntoine LiutkusLaurent GirinRoland 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
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hal-00910104v1  Conference papers
Maxime JanvierRadu HoraudLaurent GirinFrédéric BerthommierLouis-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
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hal-01943375v1  Book sections
Laurent GirinSharon GannotXiaofei 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⟩
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hal-01645749v3  Journal articles
Xiaofei LiSharon GannotLaurent GirinRadu 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⟩
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hal-01795462v1  Conference papers
Xiaofei LiBastien MourgueLaurent GirinSharon GannotRadu Horaud. Online Localization of Multiple Moving Speakers in Reverberant Environments
10th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2018), Jul 2018, Sheffield, United Kingdom. pp.405-409, ⟨10.1109/SAM.2018.8448423⟩
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hal-01718106v1  Conference papers
Xiaofei LiSharon GannotLaurent GirinRadu Horaud. Multisource MINT Using the Convolutive Transfer Function
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Alberta, Canada. pp.756-760, ⟨10.1109/ICASSP.2018.8462607⟩
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hal-02100059v1  Journal articles
Xiaofei LiSimon LeglaiveLaurent GirinRadu 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⟩
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hal-01969041v1  Journal articles
Xiaofei LiLaurent GirinSharon GannotRadu 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⟩
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hal-01301762v1  Journal articles
Dionyssos Kounades-BastianLaurent GirinXavier Alameda-PinedaSharon GannotRadu 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⟩
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hal-01253169v1  Conference papers
Dionyssos Kounades-BastianLaurent GirinXavier Alameda-PinedaSharon GannotRadu Horaud. An Inverse-Gamma Source Variance Prior with Factorized Parameterization for Audio Source Separation
41st IEEE International Conference on Acoustics, Speech and SIgnal Processing (ICASSP 2016), IEEE Signal Processing Society, Mar 2016, Shanghai, China. pp.136-140, ⟨10.1109/ICASSP.2016.7471652⟩
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hal-01799809v1  Journal articles
Xiaofei LiLaurent GirinSharon GannotRadu 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⟩
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hal-01982250v1  Journal articles
Xiaofei LiLaurent GirinRadu 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⟩
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hal-02349385v1  Conference papers
Laurent GirinFanny RocheThomas HueberSimon 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