Alexandre Défossez

High Fidelity Neural Audio Compression

Alexandre Défossez, Jade Copet, Gabriel Synnaeve et al. · arXiv (Cornell University) · 2022 · 279 citations · Full text

Engineering, Speech Coding, Machine Learning +15

Music Source Separation in the Waveform Domain

Alexandre Défossez, Nicolas Usunier, Léon Bottou et al. · arXiv (Cornell University) · 2019 · 184 citations · Full text

Music, Source Separation, Waveform Domain Architectures +14

Decoding speech perception from non-invasive brain recordings

Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin et al. · Nature Machine Intelligence · 2023 · 167 citations · Full text

Hybrid Transformers for Music Source Separation

Simon Rouard, Francisco Massa, Alexandre Défossez · 2023 · 121 citations

Music, Source Separation, Engineering +17

Hybrid Spectrogram and Waveform Source Separation

Alexandre Défossez · arXiv (Cornell University) · 2021 · 71 citations · Full text

Source Separation, Source Separation Models, Demucs Architecture +11