Assessing the Performances of different Neural Network Architectures for the Detection of Screams and Shouts in Public Transportation

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, 2019, 117, pp29-41. 〈10.1016/j.eswa.2018.08.052〉. 〈hal-01892436〉

A variance modeling framework based on variational autoencoders for speech enhancement

Simon Leglaive, Laurent Girin, Radu Horaud. A variance modeling framework based on variational autoencoders for speech enhancement. IEEE International Workshop on Machine Learning for Signal Processing (MSLP 2018), Sep 2018, Aalborg, Denmark. 2018. 〈hal-01832826〉

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environment

Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environment. Submitted to Journal on Selected Topics in Signal Processing. 2018. 〈hal-01851985〉

Online Localization of Multiple Moving Speakers in Reverberant Environments

Xiaofei Li, Bastien Mourgue, Laurent Girin, Sharon Gannot, Radu 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. IEEE, pp.405-409, 〈10.1109/SAM.2018.8448423〉. 〈hal-01795462〉

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function. Submitted to IEEE/ACM Transactions on Audio, Speech and Language Processing. 2018. 〈hal-01799809〉

Multichannel Identification and Nonnegative Equalization for Dereverberation and Noise Reduction based on Convolutive Transfer Function

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〉

Multisource MINT Using the Convolutive Transfer Function

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. IEEE, ICASSP 2018 - Proceedings, pp.756-760, 〈10.1109/ICASSP.2018.8462607〉. 〈hal-01718106〉

Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking

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. IEEE, ICASSP 2018 - Proceedings, pp.6553-6557, 〈10.1109/ICASSP.2018.8462100〉. 〈hal-01718114〉

A Bayesian stochastic machine for sound source localization

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. IEEE, pp.1-8, 2017. 〈hal-01644346〉

Exploiting the Complementarity of Audio and Visual Data in Multi-Speaker Tracking

Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud. Exploiting the Complementarity of Audio and Visual Data in Multi-Speaker Tracking. ICCV Workshop on Computer Vision for Audio-Visual Media, Oct 2017, Venezia, Italy. IEEE, pp.446-454, 2018, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW). 〈10.1109/ICCVW.2017.60〉. 〈hal-01577965〉