Dec 21, 2021 · In this paper, we propose a phase-aware self-supervised learning based monaural speech enhancement method.
In this paper, we propose a phase-aware self-supervised learning based monaural speech enhancement method.
Jun 12, 2023 · In this paper, we propose a phase-aware SSL based monaural speech enhancement method. The latent representations of both the amplitude and the phase are ...
Dec 21, 2021 · In this paper, we propose a multi-task pre-training method to improve the speech enhancement performance with self-supervised learning.
Missing: Complex- Cycle- Consistent.
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent · Yi LiYang SunS. M. Naqvi. Computer Science, Engineering. ArXiv. 2021.
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Sep 16, 2023 · In this paper, we propose a self-supervised learning-based monau-ral speech enhancement method, using two autoencoders i.e., the speech ...
A multi-task pre-training method to improve the speech enhancement performance with self-supervised learning and demonstrates that the proposed method ...
Missing: Cycle- Consistent.
We propose a two-stage speech enhancement approach composed of a CycleGAN-based network and a complex denoising network.
This survey paper first provides a comprehensive overview of traditional and deep-learning methods for monaural speech enhancement in the frequency domain.
This work proposes an unsupervised pre-training and mixture training algorithm by leveraging the advantages of supervised and unsupervised learning methods.