Dataset Balancing Can Hurt Model Performance

R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal. Dataset Balancing Can Hurt Model Performance. In IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023. pages 1-5, IEEE, 2023. [doi]

@inproceedings{MooreEFHJP23,
  title = {Dataset Balancing Can Hurt Model Performance},
  author = {R. Channing Moore and Daniel P. W. Ellis and Eduardo Fonseca and Shawn Hershey and Aren Jansen and Manoj Plakal},
  year = {2023},
  doi = {10.1109/ICASSP49357.2023.10095255},
  url = {https://doi.org/10.1109/ICASSP49357.2023.10095255},
  researchr = {https://researchr.org/publication/MooreEFHJP23},
  cites = {0},
  citedby = {0},
  pages = {1-5},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023},
  publisher = {IEEE},
  isbn = {978-1-7281-6327-7},
}