publications

2024

1. DDSP-SFX: Acoustically-guided sound effects generation with differentiable digital signal processing

   Yunyi Liu, Craig Jin, and David Gunawan

   In Proceedings of the International Conference on Digital Audio Effects (DAFx) . Accompanyment website can be found here , 2024

   Bib

   @inproceedings{liu2023ddsp,
     title = {DDSP-SFX: Acoustically-guided sound effects generation with differentiable digital signal processing},
     author = {Liu, Yunyi and Jin, Craig and Gunawan, David},
     booktitle = {Proceedings of the International Conference on Digital Audio Effects (DAFx)},
     pages = {216-221},
     year = {2024}
   }

2. ICGAN: An implicit conditioning method for interpretable feature control of neural audio synthesis

   Yunyi Liu, and Craig Jin

   In Proceedings of the International Conference on Digital Audio Effects (DAFx) . Accompanyment website can be found here , 2024

   Bib

   @inproceedings{liu2024icgan,
     title = {ICGAN: An implicit conditioning method for interpretable feature control of neural audio synthesis},
     author = {Liu, Yunyi and Jin, Craig},
     booktitle = {Proceedings of the International Conference on Digital Audio Effects (DAFx)},
     pages = {73-80},
     year = {2024}
   }

3. Simi-SFX: A similarity-based conditioning method for controllable sound effect synthesis

   Yunyi Liu, and Craig Jin

   2024

2023

1. Impact on quality and diversity from integrating a reconstruction loss into neural audio synthesis

   Yunyi Liu, and Craig Jin

   In Proceedings of Meetings on Acoustics . Accompanyment website can be found here , 2023

   Bib

   @inproceedings{liu2023impact,
     title = {Impact on quality and diversity from integrating a reconstruction loss into neural audio synthesis},
     author = {Liu, Yunyi and Jin, Craig},
     booktitle = {Proceedings of Meetings on Acoustics},
     volume = {52},
     number = {1},
     year = {2023},
     organization = {AIP Publishing},
   }

2. Conditional sound effects generation with regularized wgan

   Yunyi Liu, and Craig Jin

   In Proceedings of the Sound and Music Computing Conference , 2023

   Bib

   @inproceedings{liu2023conditional,
     title = {Conditional sound effects generation with regularized wgan},
     author = {Liu, Yunyi and Jin, Craig},
     booktitle = {Proceedings of the Sound and Music Computing Conference},
     pages = {34--40},
     year = {2023}
   }