| ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning | Sep 21, 2024 | Contrastive LearningEnvironmental Sound 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 |
| 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 |
| Advanced Framework for Animal Sound Classification With Features Optimization | Jul 3, 2024 | ClassificationDiversity | —Unverified | 0 |
| BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification | Jun 10, 2024 | Audio ClassificationSound Classification | CodeCode Available | 1 |
| Enhanced Heart Sound Classification Using Mel Frequency Cepstral Coefficients and Comparative Analysis of Single vs. Ensemble Classifier Strategies | Jun 2, 2024 | ClassificationSound Classification | —Unverified | 0 |
| Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification | May 16, 2024 | Audio ClassificationComputed Tomography (CT) | —Unverified | 0 |
| RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification | May 5, 2024 | Data AugmentationSound Classification | —Unverified | 0 |
| AudioProtoPNet: An interpretable deep learning model for bird sound classification | Apr 16, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network | Mar 30, 2024 | Sound Classification | —Unverified | 0 |
| Synthetic training set generation using text-to-audio models for environmental sound classification | Mar 26, 2024 | Audio GenerationClassification | —Unverified | 0 |
| Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data | Feb 7, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Focal Modulation Networks for Interpretable Sound Classification | Feb 5, 2024 | ClassificationEnvironmental Sound Classification | —Unverified | 0 |
| EAT: Self-Supervised Pre-Training with Efficient Audio Transformer | Jan 7, 2024 | Audio ClassificationSelf-Supervised Learning | CodeCode Available | 3 |
| Self-Supervised Learning for Few-Shot Bird Sound Classification | Dec 25, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification | Dec 15, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 1 |
| Multi-View Spectrogram Transformer for Respiratory Sound Classification | Nov 16, 2023 | ClassificationSound Classification | CodeCode Available | 1 |
| Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance | Nov 11, 2023 | Audio ClassificationSound Classification | CodeCode Available | 1 |
| Feature Aggregation in Joint Sound Classification and Localization Neural Networks | Oct 29, 2023 | regressionSound Classification | —Unverified | 0 |
| Codec Data Augmentation for Time-domain Heart Sound Classification | Sep 14, 2023 | ClassificationData Augmentation | —Unverified | 0 |
| AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification | Jul 10, 2023 | Asthmatic Lung Sound ClassificationAudio Classification | CodeCode Available | 0 |
| EchoVest: Real-Time Sound Classification and Depth Perception Expressed through Transcutaneous Electrical Nerve Stimulation | Jul 10, 2023 | blind source separationClassification | —Unverified | 0 |
| Channel-Spatial-Based Few-Shot Bird Sound Event Detection | Jun 18, 2023 | Event DetectionFew-Shot Learning | —Unverified | 0 |
