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Umut Isik — most-cited papers & profile · Speech Audio
← authors
·
overview
Umut Isik
12
papers ·
31
citations ·
8
h-index
Amazon (United States)
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Semi-supervised Time Domain Target Speaker Extraction with Attention
2022 · 7 citations
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss
2020 · 6 citations
Neural Speech Synthesis on a Shoestring: Improving the Efficiency of LPCNet
2022 · 6 citations
Generating Music with a Self-Correcting Non-Chronological Autoregressive Model
2020 · 5 citations
Real-time Stereo Speech Enhancement with Spatial-Cue Preservation based on Dual-Path Structure
2024 · 5 citations
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech
2020 · 1 citations
Semi-Supervised Singing Voice Separation with Noisy Self-Training
2021 · 1 citations
Low-Complexity, Real-Time Joint Neural Echo Control and Speech Enhancement Based On PercepNet
2021
Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders
2021
Personalized PercepNet: Real-time, Low-complexity Target Voice Separation and Enhancement
2021
End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation
2022
Improved singing voice separation with chromagram-based pitch-aware remixing
2022
Top co-authors
Jean-Marc Valin
· 11
Arvindh Krishnaswamy
· 10
Ritwik Giri
· 8
Karim Helwani
· 4
Paris Smaragdis
· 3
Michael M. Goodwin
· 2
Neerad Phansalkar
· 2
Shrikant Venkataramani
· 2
Zhepei Wang
· 2
Jonah Casebeer
· 1
Krishna Subramani
· 1
Masahito Togami
· 1
Topics
Speech Enhancement
Audio Generation
Audio Understanding
Music Generation
Speaker Analysis
Text-to-Speech
Speech Recognition