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Miika Toikkanen — most-cited papers & profile · Speech Audio
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Miika Toikkanen
6
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0
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3
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Pohang Iron and Steel (South Korea)
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Most-cited papers
Quality Adaptive Angular Margin Learning for Respiratory Sound Classification
2026
Lung-SRAD: Spectral-Aware Regularized Audio DASS with Dual-Axis Patch-Mix Contrastive Learning for Respiratory Sound Classification
2026
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles
2025
Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
2023
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
2024
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
2024
Top co-authors
June-Woo Kim
· 6
Ho-Young Jung
· 2
Sangmin Bae
· 2
Chihyeon Yoon
· 1
Heejoon Koo
· 1
Hemansh Shridhar
· 1
Minseok Kim
· 1
Seoung-Eun Moon and Ho-Young Jung
· 1
Yera Choi
· 1
Yoon Tae Kim
· 1
Topics
cs.SD
cs.AI
eess.AS
cs.LG