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Joseph Konan

2 accepted papers

2023

Paaploss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement

ICASSP 2023accepted

Despite rapid advancement in recent years, current speech enhancement models often produce speech that differs in perceptual quality from real clean speech. We propose a learning objective that formalizes differences in perceptual quality, by using domain knowledge of acoustic-phonetics. We identify…

Cited by 0SourceScholar
2023

TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement

ICASSP 2023accepted

Speech enhancement models have greatly progressed in recent years, but still show limits in perceptual quality of their speech outputs. We propose an objective for perceptual quality based on temporal acoustic parameters. These are fundamental speech features that play an essential role in various a…

Cited by 0SourceScholar