Paris Smaragdis

Publications by Year

Research Areas

Speech and Audio Processing, Music and Audio Processing, Speech Recognition and Synthesis, Blind Source Separation Techniques, Advanced Adaptive Filtering Techniques

Most-Cited Works

• → Non-negative matrix factorization for polyphonic music transcription(2004)865 cited
• → Blind separation of convolved mixtures in the frequency domain(1998)783 cited
• → Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation(2015)467 cited
• → Deep learning for monaural speech separation(2014)433 cited
• → Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization(2013)397 cited
• → Convolutive Speech Bases and Their Application to Supervised Speech Separation(2006)387 cited
• → Singing-voice separation from monaural recordings using robust principal component analysis(2012)335 cited
• → Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs(2004)314 cited
• → Speech denoising using nonnegative matrix factorization with priors(2008)281 cited
• → Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures(2007)216 cited