Romain Serizel

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

Nicolas Turpault, Romain Serizel, Justin Salamon et al. · 2019 · 220 citations · Full text

CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings

Lauréline Perotin, Romain Serizel, Emmanuel Vincent et al. · IEEE Journal of Selected Topics in Signal Processing · 2019 · 128 citations · Full text

Engineering, Audio Sources, Localization +16

Low-rank Approximation Based Multichannel Wiener Filter Algorithms for Noise Reduction with Application in Cochlear Implants

Romain Serizel, Marc Moonen, Bas van Dijk et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 127 citations · Full text

Engineering, Speech Enhancement, Hearing Health +17

Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification

Victor Bisot, Romain Serizel, Slim Essid et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 95 citations · Full text

Audio Mining, Acoustic Scenes, Machine Learning +15

Sound Event Detection in Synthetic Domestic Environments

Romain Serizel, Nicolas Turpault, Ankit Shah et al. · 2020 · 89 citations

Music, Engineering, Health Sciences +15