Poznan University of Technology - Application of recurrent U-net architecture to speech enhancement

2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)

Author(s): Tomasz Grzywalski ; Szymon Drgas
Publisher: Poznan University of Technology
Publication Date: 1 September 2018
Conference Location: Poznan, Poland, Poland
Conference Date: 19 September 2018
Page(s): 82 - 87
ISBN (Electronic): 978-8-3620-6533-2
ISBN (Paper): 978-83-62065-31-8
ISSN (Electronic): 2326-0319
ISSN (Paper): 2326-0262
DOI: 10.23919/SPA.2018.8563364

In this paper a recurrent U-net neural architecture is proposed to speech enhancement. The mentioned neural network architecture is trained to provide a mapping between a spectrogram of a noisy... View More