Search Results for author: Miika Toikkanen

Found 1 papers, 1 papers with code

Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance

1 code implementation11 Nov 2023 June-Woo Kim, Chihyeon Yoon, Miika Toikkanen, Sangmin Bae, Ho-Young Jung

In this work, we propose a straightforward approach to augment imbalanced respiratory sound data using an audio diffusion model as a conditional neural vocoder.

Ranked #2 on Audio Classification on ICBHI Respiratory Sound Database (using extra training data)

Audio Classification Sound Classification

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