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| Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification | Jun 12, 2025 | DisentanglementSound Classification | —Unverified | 0 |
| Dynamic Backdoors with Global Average Pooling | Mar 4, 2022 | Classificationimage-classification | —Unverified | 0 |
| ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning | Sep 21, 2024 | Contrastive LearningEnvironmental Sound Classification | —Unverified | 0 |
| Musical instrument sound classification with deep convolutional neural network using feature fusion approach | Dec 23, 2015 | General ClassificationSound Classification | —Unverified | 0 |
| Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model | Aug 17, 2021 | Sound Classification | —Unverified | 0 |
| Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone | May 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Recognizing Abnormal Heart Sounds Using Deep Learning | Jul 14, 2017 | Deep LearningSensitivity | —Unverified | 0 |
| RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification | May 5, 2024 | Data AugmentationSound Classification | —Unverified | 0 |
| Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning | Apr 15, 2025 | ClassificationSelf-Supervised Learning | —Unverified | 0 |
| Respiratory Sound Classification Using Long-Short Term Memory | Aug 6, 2020 | blind source separationClassification | —Unverified | 0 |
| Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds | Nov 29, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Segmentation-free Heart Pathology Detection Using Deep Learning | Aug 9, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| Short-segment heart sound classification using an ensemble of deep convolutional neural networks | Oct 27, 2018 | General ClassificationSound Classification | —Unverified | 0 |
| Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation | Jan 7, 2019 | Data AugmentationSound Classification | —Unverified | 0 |
| Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data | Mar 29, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Sound Classification of Four Insect Classes | Dec 16, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database | Sep 7, 2022 | ClassificationSound Classification | —Unverified | 0 |
| Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification | Aug 24, 2024 | ClassificationEnvironmental Sound Classification | —Unverified | 0 |
| Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion | Aug 16, 2019 | ClassificationEnvironmental Sound Classification | —Unverified | 0 |
| Symbolic Audio Classification via Modal Decision Tree Learning | Mar 21, 2025 | Audio ClassificationClassification | —Unverified | 0 |
| Synthetic training set generation using text-to-audio models for environmental sound classification | Mar 26, 2024 | Audio GenerationClassification | —Unverified | 0 |
| Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks | Aug 5, 2022 | ClassificationSound Classification | —Unverified | 0 |
| Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method | Jul 15, 2024 | DiagnosticDiversity | —Unverified | 0 |
| Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis | May 6, 2025 | DiagnosticLung Sound Classification | —Unverified | 0 |