| Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification | Dec 29, 2024 | Data AugmentationSound Classification | —Unverified | 0 |
| Sound Classification of Four Insect Classes | Dec 16, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers | Nov 8, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals | Nov 5, 2024 | Heart SegmentationSound Classification | —Unverified | 0 |
| Heterogeneous sound classification with the Broad Sound Taxonomy and Dataset | Oct 1, 2024 | ClassificationSound Classification | CodeCode Available | 0 |
| ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning | Sep 21, 2024 | Contrastive LearningEnvironmental Sound Classification | —Unverified | 0 |
| Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics | Sep 21, 2024 | Knowledge DistillationSound Classification | —Unverified | 0 |
| BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems | Sep 1, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification | Aug 24, 2024 | ClassificationEnvironmental Sound Classification | —Unverified | 0 |
| Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation | Jul 18, 2024 | ClassificationData Augmentation | —Unverified | 0 |
