Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function

Xiaofei Li, Laurent Girin, Radu Horaud. Expectation-Maximization for Speech Source Separation using Convolutive Transfer Function. CAAI Transactions on Intelligent Technologies, Elsevier B.V., 2019, 〈10.1049/trit.2018.1061〉. 〈hal-01982250〉

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. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019, 〈10.1109/TASLP.2019.2892412〉. 〈hal-01799809〉

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〉

Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering

Xiaofei Li, Laurent Girin, Sharon Gannot, Radu Horaud. Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering. Paper submitted to IEEE/ACM Transactions on Audio, Speech and Language Processing. 2018. 〈hal-01969041〉

Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers

Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud. Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018. 〈hal-01950866〉

Audio source separation into the wild

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〉

Autonomous Sensorimotor Learning for Sound Source Localization by a Humanoid Robot

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

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. MSLP 2018 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2018, Aalborg, Denmark. IEEE, pp.1-6, 2018, 〈10.1109/MLSP.2018.8516711〉. 〈hal-01832826〉

A Cascaded Multiple-Speaker Localization and Tracking System

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

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〉