Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations

Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller. Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. In Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde, editors, Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021. pages 70-74, 2021. [doi]

@inproceedings{Triantafyllopoulos21-0,
  title = {Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations},
  author = {Andreas Triantafyllopoulos and Manuel Milling and Konstantinos Drossos and Björn W. Schuller},
  year = {2021},
  url = {http://dcase.community/documents/workshop2021/proceedings/DCASE2021Workshop_Triantafyllopoulos_29.pdf},
  researchr = {https://researchr.org/publication/Triantafyllopoulos21-0},
  cites = {0},
  citedby = {0},
  pages = {70-74},
  booktitle = {Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021},
  editor = {Frederic Font and Annamaria Mesaros and Daniel P. W. Ellis and Eduardo Fonseca and Magdalena Fuentes and Benjamin Elizalde},
  isbn = {978-84-09-36072-7},
}