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Figure 1 shows the basic approach of the proposed exemplar-based VC using NMF.

Our proposed exemplar-based VC can create a natural-sounding voice because there is no statistical model in our approach, and the source speaker's individuality can be preserved using our individuality-preserving dictionary.

Finally, the remaining disoccluded areas are filled by proposed oriented exemplar-based inpainting.

Gemmeke et al. [4] proposed an exemplar-based method for noise-robust speech recognition using NMF.

In our previous work, we proposed an exemplar-based method for noise-robust voice conversion (VC) using NMF.

Criminisi et al. proposed an exemplar-based inpainting method, and it became a benchmarking method in this study field.

The border of hole area Γ is defined as ∂Γ, as shown in Figure 5a. Figure 5 Effect of proposed oriented exemplar-based inpainting algorithm on a synthetic image.

(c g) The magnified result of proposed oriented exemplar-based inpainting algorithm after N iterations: (c) N = 2, (d) N = 70, (e) N = 77, (f) N = 145, and (g) N=196.

The correction method proposed here are exemplar based inpainting algorithm for Type 1 artifact, DC shift for Type 2 artifact and interpolation for Type 3 artifact.

First, we propose multimodal exemplar-based VC for noisy environments.

In order to address this need, we propose design exemplars for synchronous e-learning.

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