Concepedia

Paris Smaragdis

PS

Statistics

Publications

96

Citations

7.7K

H-Index

41

Active since

1998

Affiliations

University of Illinois Urbana-Champaign(Current)

Adobe Systems (United States)

Mitsubishi Electric (United States)

Mitsubishi Group (Japan)

Massachusetts Institute of Technology

Paris Smaragdis is an author at University of Illinois Urbana-Champaign specializing in engineering, speech processing, and speech recognition.

Top concepts

EngineeringSpeech ProcessingSpeech RecognitionSignal ProcessingData ScienceComputer ScienceMachine LearningHealthSpeech SeparationMusic

Publications per year

1998–2023

96

Publications

96

Non-negative matrix factorization for polyphonic music transcription

Paris Smaragdis, Judith C. Brown · 2004 · 865 citations

Music, Engineering, Health Sciences +15

Blind separation of convolved mixtures in the frequency domain

Paris Smaragdis · Neurocomputing · 1998 · 783 citations

Blind Separation, Source Separation, Engineering +5

Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation

Po-Sen Huang, Minje Kim, Mark Hasegawa‐Johnson et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2015 · 467 citations · Full text

Deep learning for monaural speech separation

Po Sen Huang, Minje Kim, Mark Hasegawa‐Johnson et al. · 2014 · 433 citations

Artificial Intelligence, Source Separation, Engineering +11

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization

Nasser Mohammadiha, Paris Smaragdis, Arne Leijon · IEEE Transactions on Audio Speech and Language Processing · 2013 · 396 citations · Full text

Engineering, Machine Learning, Data Science +15

1–5 of 96