DC Field | Value | Language |
---|---|---|
dc.contributor.author | Cho, Youngwoo | ko |
dc.contributor.author | Chang, Minwook | ko |
dc.contributor.author | Lee, Sanghyeon | ko |
dc.contributor.author | Lee, Hyoungwoo | ko |
dc.contributor.author | Kim, Gerard-jounghyun | ko |
dc.contributor.author | Choo, Jaegul | ko |
dc.date.accessioned | 2021-12-14T06:53:59Z | - |
dc.date.available | 2021-12-14T06:53:59Z | - |
dc.date.created | 2021-12-03 | - |
dc.date.issued | 2021-06-06 | - |
dc.identifier.citation | 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021, pp.3410 - 3414 | - |
dc.identifier.issn | 1520-6149 | - |
dc.identifier.uri | http://hdl.handle.net/10203/290641 | - |
dc.description.abstract | This paper proposes a novel generative model called PUGAN, which progressively synthesizes high-quality audio in a raw waveform. Progressive upsampling GAN (PUGAN) leverages the progressive generation of higher-resolution output by stacking multiple encoder-decoder architectures. Compared to an existing state-of-the-art model called WaveGAN, which uses a single decoder architecture, our model generates audio signals and converts them to a higher resolution in a progressive manner, while using a significantly smaller number of parameters, e.g., 3.17x smaller for 16 kHz output, than WaveGAN. Our experiments show that the audio signals can be generated in real time with a comparable quality to that of WaveGAN in terms of the inception scores and human perception. | - |
dc.language | English | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | Efficient adversarial audio synthesis via progressive upsampling | - |
dc.type | Conference | - |
dc.identifier.scopusid | 2-s2.0-85115183852 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 3410 | - |
dc.citation.endingpage | 3414 | - |
dc.citation.publicationname | 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 | - |
dc.identifier.conferencecountry | CN | - |
dc.identifier.conferencelocation | Virtual, Toronto | - |
dc.identifier.doi | 10.1109/ICASSP39728.2021.9413954 | - |
dc.contributor.localauthor | Cho, Youngwoo | - |
dc.contributor.localauthor | Choo, Jaegul | - |
dc.contributor.nonIdAuthor | Chang, Minwook | - |
dc.contributor.nonIdAuthor | Lee, Sanghyeon | - |
dc.contributor.nonIdAuthor | Lee, Hyoungwoo | - |
dc.contributor.nonIdAuthor | Kim, Gerard-jounghyun | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.