| Dynamical Variational Autoencoders: A Comprehensive Review L Girin, S Leglaive, X Bie, J Diard, T Hueber, X Alameda-Pineda Foundations and Trends in Machine Learning 15 (1-2), 1-175, 2021 | 153 | 2021 |
| Singing voice detection with deep recurrent neural networks S Leglaive, R Hennequin, R Badeau 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 113 | 2015 |
| 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 | 86 | 2018 |
| Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization S Leglaive, L Girin, R Horaud 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 77 | 2019 |
| A Recurrent Variational Autoencoder for Speech Enhancement S Leglaive, X Alameda-Pineda, L Girin, R Horaud 2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 75 | 2020 |
| 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, 2020 | 67 | 2020 |
| Speech enhancement with variational autoencoders and alpha-stable distributions S Leglaive, U Simsekli, A Liutkus, L Girin, R Horaud 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 42 | 2019 |
| Alpha-stable multichannel audio source separation S Leglaive, U Şimşekli, A Liutkus, R Badeau, G Richard 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 33 | 2017 |
| Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders X Bie, S Leglaive, X Alameda-Pineda, L Girin IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022 | 29 | 2022 |
| Multichannel audio source separation with probabilistic reverberation priors S Leglaive, R Badeau, G Richard IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (12 …, 2016 | 25 | 2016 |
| Notes on the use of variational autoencoders for speech and audio spectrogram modeling L Girin, T Hueber, F Roche, S Leglaive International Conference on Digital Audio Effects (DAFx), 2019 | 22 | 2019 |
| Multichannel audio source separation with probabilistic reverberation modeling S Leglaive, R Badeau, G Richard 2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015 | 15 | 2015 |
| Student's t Source and Mixing Models for Multichannel Audio Source Separation S Leglaive, R Badeau, G Richard IEEE/ACM Transactions on Audio, Speech and Language Processing 26 (5), 1-15, 2018 | 14 | 2018 |
| Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization S Leglaive, R Badeau, G Richard 2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017 | 13 | 2017 |
| HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE X Bie, W Guo, S Leglaive, L Girin, F Moreno-Noguer, X Alameda-Pineda arXiv preprint arXiv:2204.01565, 2022 | 11 | 2022 |
| Audio-noise Power Spectral Density Estimation Using Long Short-term Memory X Li, S Leglaive, L Girin, R Horaud IEEE Signal Processing Letters 26 (6), 918-922, 2019 | 11 | 2019 |
| Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations S Leglaive, R Badeau, G Richard 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 11 | 2017 |
| A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling X Bie, L Girin, S Leglaive, T Hueber, X Alameda-Pineda Interspeech, 2021 | 10 | 2021 |
| Learning and controlling the source-filter representation of speech with a variational autoencoder S Sadok, S Leglaive, L Girin, X Alameda-Pineda, R Séguier Speech Communication 148, 2023 | 7 | 2023 |
| Alpha-stable low-rank plus residual decomposition for speech enhancement U Şimşekli, H Erdoğan, S Leglaive, A Liutkus, R Badeau, G Richard 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 7 | 2018 |
Girin LaurentProfesseur, Grenoble-INPVerified email at grenoble-inp.fr
