| Dynamical variational autoencoders: A comprehensive review L Girin, S Leglaive, X Bie, J Diard, T Hueber, X Alameda-Pineda arXiv preprint arXiv:2008.12595, 2020 | 253 | 2020 |
| A survey of sound source localization with deep learning methods PA Grumiaux, S Kitić, L Girin, A Guérin The Journal of the Acoustical Society of America 152 (1), 107-151, 2022 | 248 | 2022 |
| Audio-visual enhancement of speech in noise L Girin, JL Schwartz, G Feng The Journal of the Acoustical Society of America 109 (6), 3007-3020, 2001 | 169 | 2001 |
| Informed source separation through spectrogram coding and data embedding A Liutkus, J Pinel, R Badeau, L Girin, G Richard Signal Processing 92 (8), 1937-1949, 2012 | 115 | 2012 |
| Mixing audiovisual speech processing and blind source separation for the extraction of speech signals from convolutive mixtures B Rivet, L Girin, C Jutten IEEE transactions on audio, speech, and language processing 15 (1), 96-108, 2006 | 113 | 2006 |
| A watermarking-based method for informed source separation of audio signals with a single sensor M Parvaix, L Girin, JM Brossier IEEE Transactions on audio, speech, and language processing 18 (6), 1464-1475, 2009 | 112 | 2009 |
| A variance modeling framework based on variational autoencoders for speech enhancement S Leglaive, L Girin, R Horaud 2018 IEEE 28th international workshop on machine learning for signal …, 2018 | 99 | 2018 |
| A recurrent variational autoencoder for speech enhancement S Leglaive, X Alameda-Pineda, L Girin, R Horaud ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 98 | 2020 |
| Real-time control of an articulatory-based speech synthesizer for brain computer interfaces F Bocquelet, T Hueber, L Girin, C Savariaux, B Yvert PLoS computational biology 12 (11), e1005119, 2016 | 93 | 2016 |
| Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization S Leglaive, L Girin, R Horaud ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 86 | 2019 |
| Deep neural networks for automatic detection of screams and shouted speech in subway trains P Laffitte, D Sodoyer, C Tatkeu, L Girin 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 84 | 2016 |
| Audio-visual speech enhancement using conditional variational auto-encoders M Sadeghi, S Leglaive, X Alameda-Pineda, L Girin, R Horaud IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1788-1800, 2020 | 81 | 2020 |
| Log-rayleigh distribution: A simple and efficient statistical representation of log-spectral coefficients B Rivet, L Girin, C Jutten IEEE transactions on audio, speech, and language processing 15 (3), 796-802, 2007 | 75 | 2007 |
| Key considerations in designing a speech brain-computer interface F Bocquelet, T Hueber, L Girin, S Chabardès, B Yvert Journal of Physiology-Paris 110 (4), 392-401, 2016 | 74 | 2016 |
| Estimation of the direct-path relative transfer function for supervised sound-source localization X Li, L Girin, R Horaud, S Gannot IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (11 …, 2016 | 71 | 2016 |
| An analysis of visual speech information applied to voice activity detection D Sodoyer, B Rivet, L Girin, JL Schwartz, C Jutten 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 71 | 2006 |
| A variational EM algorithm for the separation of time-varying convolutive audio mixtures D Kounades-Bastian, L Girin, X Alameda-Pineda, S Gannot, R Horaud IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (8), 1408 …, 2016 | 69 | 2016 |
| Informed source separation of linear instantaneous under-determined audio mixtures by source index embedding M Parvaix, L Girin IEEE Transactions on Audio, Speech, and Language Processing 19 (6), 1721-1733, 2010 | 65 | 2010 |
| Co-localization of audio sources in images using binaural features and locally-linear regression A Deleforge, R Horaud, YY Schechner, L Girin IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 718-731, 2015 | 64 | 2015 |
| Informed source separation of underdetermined instantaneous stereo mixtures using source index embedding M Parvaix, L Girin 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 62 | 2010 |
Radu Patrice HoraudEmeritus (since October 2022) at Inria GrenobleVerified email at inria.fr
