Samuele Cornell

Attention Is All You Need In Speech Separation

Cem Subakan, Mirco Ravanelli, Samuele Cornell et al. · 2021 · 581 citations

Engineering, Machine Learning, Neurolinguistics +19

SpeechBrain: A General-Purpose Speech Toolkit

Peter Plantinga, Aku Rouhe, Samuele Cornell et al. · arXiv (Cornell University) · 2021 · 512 citations · Full text

Engineering, Speech Corpus, Speech Benchmarks +18

LibriMix: An Open-Source Dataset for Generalizable Speech Separation

Joris Cosentino, Manuel Pariente, Samuele Cornell et al. · arXiv (Cornell University) · 2020 · 183 citations · Full text

Source Separation, Generalization Issue, Engineering +19

TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation

Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2023 · 141 citations

Source Separation, Engineering, Health Sciences +11

TF-GRIDNET: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation

Zhong-Qiu Wang, Samuele Cornell, Shukjae Choi et al. · 2023 · 88 citations

Source Separation, Engineering, Machine Learning +16