Citation

If you use nnAudio2, please cite both papers.

nnAudio2

Plain text

Abhinaba Roy, Junyi Liang, Dorien Herremans. (2026). nnAudio 2: Overcoming Dynamic Compilation Barriers and Transform Inconsistencies. arXiv (forthcoming).

BibTeX

@article{roy2026nnaudio2,
  author  = {Roy, Abhinaba and Liang, Junyi and Herremans, Dorien},
  title   = {nnAudio 2: Overcoming Dynamic Compilation Barriers and Transform Inconsistencies},
  journal = {arXiv},
  year    = {2026},
}

Original nnAudio

Plain text

K. W. Cheuk, H. Anderson, K. Agres and D. Herremans, “nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks,” IEEE Access, vol. 8, pp. 161981–162003, 2020, doi: 10.1109/ACCESS.2020.3019084.

BibTeX

@article{cheuk2020nnaudio,
  author  = {Cheuk, Kin Wai and Anderson, Hans and Agres, Kat and Herremans, Dorien},
  journal = {IEEE Access},
  title   = {nnAudio: An on-the-Fly {GPU} Audio to Spectrogram Conversion Toolbox
             Using 1D Convolutional Neural Networks},
  year    = {2020},
  volume  = {8},
  pages   = {161981--162003},
  doi     = {10.1109/ACCESS.2020.3019084},
}

The original paper is available on IEEE Access.