Umut Isik
5 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (5) π§ Keyword Pioneer π Conference Polyglot (2)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Champion
Conferences
INTERSPEECH (4)
ACL (1)
Top co-authors
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
From Speech-to-Speech Translation to Automatic Dubbing
ACL 2020
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech
INTERSPEECH 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss
INTERSPEECH 2020