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cs.SD2024
Single-stage TTS with Masked Audio Token Modeling and Semantic Knowledge Distillation
Gerard I. Gállego, Roy Fejgin, Chunghsin Yeh +2
Audio token modeling has become a powerful framework for speech synthesis, with two-stage approaches employing semantic tokens remaining prevalent. In this paper, we aim to simplif…
cs.SD2024
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
Xiaoyu Liu, Xu Li, Joan Serrà +1
Speech restoration aims at restoring full-band speech with high quality and intelligibility, considering a diverse set of distortions. MaskSR is a recently proposed generative mode…
cs.SD2024
MaskSR: Masked Language Model for Full-band Speech Restoration
Xu Li, Qirui Wang, Xiaoyu Liu
Speech restoration aims at restoring high quality speech in the presence of a diverse set of distortions. Although several deep learning paradigms have been studied for this task,…