Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study

Daniel Tompkins, Kshitiz Kumar, Jian Wu. Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022. pages 1016-1020, IEEE, 2022. [doi]

Authors

Daniel Tompkins

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Kshitiz Kumar

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Jian Wu

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