publications

2025

1. A Similarity-Based Conditioning Method for Controllable Sound Effect Synthesis

   Yunyi Liu, and Craig Jin

   Journal of the Audio Engineering Society. Accompanyment website can be found here , Sep 2025

   Bib

   @article{liu2025a,
     author = {Liu, Yunyi and Jin, Craig},
     title = {A Similarity-Based Conditioning Method for Controllable Sound Effect Synthesis},
     journal = {Journal of the Audio Engineering Society},
     year = {2025},
     volume = {73},
     number = {9},
     pages = {504--518},
     month = sep,
     doi = {10.17743/jaes.2022.0226},
     url = {https://aes2.org/publications/elibrary-page/?id=22952},
   }

2. Text2Move: Text-to-moving sound generation via trajectory prediction and temporal alignment

   Yunyi Liu, Shaofan Yang, Kai Li, and 1 more author

   . Accompanyment website can be found here , Sep 2025

   Bib

   @misc{liu2025text2movetexttomovingsoundgeneration,
     title = {Text2Move: Text-to-moving sound generation via trajectory prediction and temporal alignment},
     author = {Liu, Yunyi and Yang, Shaofan and Li, Kai and Li, Xu},
     year = {2025},
     eprint = {2509.21919},
     archiveprefix = {arXiv},
     primaryclass = {cs.SD},
     url = {https://arxiv.org/abs/2509.21919},
   }

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 , Sep 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 , Sep 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}
   }

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 , Sep 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 , Sep 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}
   }