Umut Isik
5 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
speech enhancement
(3)
perceptual quality
(3)
real-time processing
(2)
computational complexity
(1)
speaker embedding
(1)
linear prediction
(1)
convolutional neural network
(1)
text-to-speech synthesis
(1)
speech-to-speech translation
(1)
neural vocoder
(1)
spectral envelope
(1)
automatic dubbing
(1)
prosodic alignment
(1)
frequency-positional embedding
(1)
biased loss function
(1)
perceptual evaluation
(1)
target voice separation
(1)
fullband speech
(1)
biassed loss function
(1)
semi-supervised learning
(1)
Papers
End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation
Interspeech 2022
Personalized PercepNet: Real-Time, Low-Complexity Target Voice Separation and Enhancement
Interspeech 2021
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech
Interspeech 2020
From Speech-to-Speech Translation to Automatic Dubbing
ACL 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss
Interspeech 2020