Concepedia

Samuele Cornell

SC

23

Publications

1.9K

Citations

16

H-Index

2020

Active since

Affiliations

Marche Polytechnic University(Current)

Carnegie Mellon University

Mila - Quebec Artificial Intelligence Institute

Tokyo Metropolitan University

Hyundai Motor Group (South Korea)

Samuele Cornell is an author at Marche Polytechnic University specializing in speech processing, speech recognition, and engineering.

Top concepts

EngineeringSpeech ProcessingSpeech RecognitionHealthSpeech PerceptionSpeech CommunicationDeep LearningComputer ScienceMachine LearningSpeech Separation

Publications per year

2020–2024

23

Publications

23

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

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