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Prof. Sharon Gannot

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Speech Dereverberation Using Fully Convolutional Networks

Ori Ernst, Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “Speech Dereverberation Using Fully Convolutional Networks,” submitted to EUSIPCO 2018.

Simulated Data

1

Clean 0:05 Noisy 0:06 Unet Symmetric 0:06 Unet Asymmetric 0:06 Unet+GAN 0:06

2

Clean 0:04 Noisy 0:05 Unet Symmetric 0:05 Unet Asymmetric 0:05 Unet+GAN 0:05

3

Clean 0:07 Noisy 0:08 Unet Symmetric 0:08 Unet Asymmetric 0:08 Unet+GAN 0:08

4

Clean 0:06 Noisy 0:07 Unet Symmetric 0:07 Unet Asymmetric 0:07 Unet+GAN 0:07

Real Data (Reverb Challenge)

1

Noisy 0:04 Unet Symmetric 0:04 Unet Asymmeteric 0:04 Unet+Gan 0:04

2

Noisy 0:12 Unet Symmetric 0:12 Unet Asymmeteric 0:12 Unet+Gan 0:12

3

Noisy 0:05 Unet Symmetric 0:05 Unet Asymmeteric 0:05 Unet+Gan 0:05

4

Noisy 0:06 Unet Symmetric 0:06 Unet Asymmeteric 0:06 Unet+Gan 0:06