Speech enhancement with variational autoencoders and alpha-stable distributions

Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - IEEE International Conference on Acoustics Speech and Signal Processing, May 2019, Brighton, United Kingdom. IEEE, pp.1-5, 2019, 〈https://2019.ieeeicassp.org〉. 〈hal-02005106〉

Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization

Simon Leglaive, Laurent Girin, Radu Horaud. Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization. IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. IEEE, pp.1-5. 〈hal-02005102〉

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, 27 (3), pp.645-659. 〈10.1109/TASLP.2019.2892412〉. 〈hal-01799809〉

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments

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, pp.1-15. 〈10.1109/JSTSP.2019.2903472〉. 〈hal-01851985v2〉

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., In press, pp.1-8. 〈10.1049/trit.2018.1061〉. 〈hal-01982250〉

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〉