| Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data | Feb 7, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation | May 21, 2020 | Anomaly DetectionClassification | —Unverified | 0 |
| Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals | Nov 5, 2024 | Heart SegmentationSound Classification | —Unverified | 0 |
| Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network | Apr 8, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Unsupervised Learning of Deep Features for Music Segmentation | Aug 30, 2021 | SegmentationSound Classification | —Unverified | 0 |
| USAD: Universal Speech and Audio Representation via Distillation | Jun 23, 2025 | Audio TaggingRepresentation Learning | —Unverified | 0 |
| Zero-Shot Federated Learning with New Classes for Audio Classification | Jun 18, 2021 | Audio ClassificationClassification | —Unverified | 0 |
| Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers | Aug 24, 2022 | Audio TaggingClassification | —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 |
| Improving Universal Sound Separation Using Sound Classification | Nov 18, 2019 | Audio Source SeparationClassification | —Unverified | 0 |
