Transformer-Based Virtual Engine Sound Generation Method

Lee J, Choi D, Jung J. Transformer-Based Virtual Engine Sound Generation Method. In: AES Convention 155. Audio Engineering Society; 2023. Paper 152. Available from: https://aes.org/publications/elibrary-page/?id=22306

@inproceedings{Lee2023_22306,
  author = {Lee, Jaeyoung and Choi, Dooil and Jung, Jongin},
  title = {{Transformer-Based Virtual Engine Sound Generation Method}},
  booktitle = {AES Convention 155},
  note = {Paper 152},
  year = {2023},
  month = oct,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=22306}
}

TY  - CPAPER
TI  - Transformer-Based Virtual Engine Sound Generation Method
AU  - Lee, Jaeyoung
AU  - Choi, Dooil
AU  - Jung, Jongin
T2  - AES Convention 155
M1  - Paper 152
PY  - 2023
DA  - 2023/10/06
UR  - https://aes.org/publications/elibrary-page/?id=22306
PB  - Audio Engineering Society
LA  - en
AB  - The virtual engine sound can generate various sounds from an internal combustion engine to a spacecraft sound using sources. However, since it is hard to analyze sources, synthesizers, and control variables, it is difficult to produce a target sound. This paper proposes a virtual engine sound generation method based on a transformer to design sounds suitable for the target vehicle. The proposed method learns a virtual engine sound generator using data acquired according to the driving situation. Moreover, the transformer is used to alleviate repeatability. Therefore, this method can reproduce virtual engine sounds with complex structures and change styles.
ER  -