ICASSP · 2025 · Conference paper · Author with a top-venue record

ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization

Haaris Mehmood, Karthikeyan Saravanan, Pablo Peso Parada, David Tuckey, Mete Özay, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Samsung (United Kingdom) · Samsung (South Korea)

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Published in
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Date
2025-03-12
Citations
0
arXiv
2503.09906
Cite
@inproceedings{mehmood2025valsub,
  title = {ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization},
  author = {Haaris Mehmood and Karthikeyan Saravanan and Pablo Peso Parada and David Tuckey and Mete Özay and Gil Ho Lee and Jungin Lee and Seokyeong Jung},
  year = {2025},
  booktitle = {ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  eprint = {2503.09906},
  archivePrefix = {arXiv},
  doi = {10.1109/ICASSP49660.2025.10890876},
  url = {https://arxiv.org/abs/2503.09906},
}