Concepedia

Cem Subakan

CS

13

Publications

1.3K

Citations

11

H-Index

2014

Active since

Affiliations

Mila - Quebec Artificial Intelligence Institute(Current)

Marche Polytechnic University

University of Illinois Urbana-Champaign

Concordia University

Université de Sherbrooke

Cem Subakan is an author at Mila - Quebec Artificial Intelligence Institute specializing in engineering, data science, and speech recognition.

Top concepts

EngineeringData ScienceMachine LearningSpeech ProcessingSpeech RecognitionDeep LearningComputer ScienceSpeech SeparationMusicHealth

Publications per year

2014–2024

13

Publications

13

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

Two-Step Sound Source Separation: Training On Learned Latent Targets

Efthymios Tzinis, Shrikant Venkataramani, Zhepei Wang et al. · 2020 · 67 citations · Full text

Music, Source Separation, Engineering +14

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

Rows per page

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