Miika Toikkanen

1. BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
   2024/06/10 by June-Woo Kim, Kim, June-Woo, Miika Toikkanen +7 · 8 citations
   Arts and Humanities · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Phonocardiography and Auscultation Techniques #Sound (cs.SD) #electronic engineering #information engineering
2. Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
   2023/11/11 by June-Woo Kim, Chihyeon Yoon, Kim, June-Woo +7 · 5 citations
   Arts and Humanities · Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Phonocardiography and Auscultation Techniques #Sound (cs.SD) #electronic engineering #information engineering
3. RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
   2024/05/05 by June-Woo Kim, Kim, June-Woo, Miika Toikkanen +7 · 4 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Chronic Obstructive Pulmonary Disease (COPD) Research #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Phonocardiography and Auscultation Techniques #Sound (cs.SD) #electronic engineering #information engineering