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Paris Smaragdis — most-cited papers & profile · Generative Models
← authors
·
overview
Paris Smaragdis
11
papers ·
5
citations ·
44
h-index
Moscow Institute of Thermal Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Performance Based Cost Functions for End-to-End Speech Separation
2018 · 3 citations
PromptSep: Generative Audio Separation via Multimodal Prompting
2025 · 2 citations
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation
2015
Diagonal RNNs in Symbolic Music Modeling
2017
End-to-end Source Separation with Adaptive Front-Ends
2017
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization
2017
Point Cloud Audio Processing
2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data
2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data
2021
Differentiable Signal Processing With Black-Box Audio Effects
2021
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing
2022
Topics
Speech Enhancement
Audio Generation
Audio Understanding
Music Generation
Multimodal Audio
Speech Translation
Federated Learning
Data Heterogeneity