Mirco Ravanelli

Publications

1.1K

Citations

H-Index

2018

Active since

Affiliations

Mila - Quebec Artificial Intelligence Institute(Current)

Concordia University

Marche Polytechnic University

University of Rochester

Université de Sherbrooke

Mirco Ravanelli is an author at Mila - Quebec Artificial Intelligence Institute specializing in speech recognition, speech processing, and engineering.

ORCID

Top concepts

EngineeringMachine LearningSpeech ProcessingSpeech RecognitionHealthData ScienceDeep LearningComputer ScienceSpeech PerceptionSpeech Communication

Publications per year

2018–2023

Publications

Attention Is All You Need In Speech Separation

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

Engineering, Machine Learning, Neurolinguistics +19

Light Gated Recurrent Units for Speech Recognition

Mirco Ravanelli, Philémon Brakel, Maurizio Omologo et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2018 · 402 citations · Full text

Natural Language Processing, Reset Gate, Engineering +15

Exploring Self-Attention Mechanisms for Speech Separation

Cem Subakan, Mirco Ravanelli, Samuele Cornell et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2023 · 39 citations

Source Separation, Cognitive Science, Engineering +14

Learning Representations for New Sound Classes With Continual Self-Supervised Learning

Zhepei Wang, Cem Subakan, Xilin Jiang et al. · IEEE Signal Processing Letters · 2022 · 18 citations

Music, Incremental Learning, Engineering +19

Real-M: Towards Speech Separation on Real Mixtures

Cem Subakan, Mirco Ravanelli, Samuele Cornell et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 17 citations

Source Separation, Engineering, Machine Learning +17

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