| Feature Aggregation in Joint Sound Classification and Localization Neural Networks | Oct 29, 2023 | regressionSound Classification | —Unverified | 0 | 0 |
| Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification | Mar 14, 2023 | Data-free Knowledge DistillationKnowledge Distillation | —Unverified | 0 | 0 |
| Focal Modulation Networks for Interpretable Sound Classification | Feb 5, 2024 | ClassificationEnvironmental Sound Classification | —Unverified | 0 | 0 |
| Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics | Sep 21, 2024 | Knowledge DistillationSound Classification | —Unverified | 0 | 0 |
| General-purpose audio representation learning for real-world sound scenes | Jun 1, 2025 | MambaRepresentation Learning | —Unverified | 0 | 0 |
| Heart Sound Classification Considering Additive Noise and Convolutional Distortion | Jun 3, 2021 | Anomaly DetectionClassification | —Unverified | 0 | 0 |
| Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers | Aug 24, 2022 | Audio TaggingClassification | —Unverified | 0 | 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 | 0 |
| Improving Universal Sound Separation Using Sound Classification | Nov 18, 2019 | Audio Source SeparationClassification | —Unverified | 0 | 0 |
| Acoustic Scene Analysis using Analog Spiking Neural Network | Dec 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Statistical feature embedding for heart sound classification | Apr 26, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Learning An Invariant Speech Representation | Jun 16, 2014 | General ClassificationSound Classification | —Unverified | 0 | 0 |
| Environmental Sound Classification with Parallel Temporal-spectral Attention | Dec 14, 2019 | Acoustic Scene ClassificationAudio Classification | —Unverified | 0 | 0 |
| Listening to the World Improves Speech Command Recognition | Oct 23, 2017 | Environmental Sound ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification | Dec 29, 2024 | Data AugmentationSound Classification | —Unverified | 0 | 0 |
| LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation | Aug 1, 2020 | Audio ClassificationData Augmentation | —Unverified | 0 | 0 |
| Lung Sound Classification Using Co-tuning and Stochastic Normalization | Aug 4, 2021 | Audio ClassificationData Augmentation | —Unverified | 0 | 0 |
| Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification | Apr 4, 2025 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification | Jun 12, 2025 | ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Musical instrument sound classification with deep convolutional neural network using feature fusion approach | Dec 23, 2015 | General ClassificationSound Classification | —Unverified | 0 | 0 |
| Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model | Aug 17, 2021 | Sound Classification | —Unverified | 0 | 0 |
| Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone | May 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| Recognizing Abnormal Heart Sounds Using Deep Learning | Jul 14, 2017 | Deep LearningSensitivity | —Unverified | 0 | 0 |