Masaru Fujieda

Postfiltering Using an Adversarial Denoising Autoencoder with Noise-aware Training

An adversarial denoising autoencoder (ADAE) with noise-aware training is proposed and successfully applied to post-filtering for linear noise reduction. The ADAE is effective for attenuating interference sounds, however, it is difficult to learn to handle its various unexpected harmful effects (e.g.…