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| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Tiny Transformers for Environmental Sound Classification at the Edge | Mar 22, 2021 | ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
| Learning spectro-temporal representations of complex sounds with parameterized neural networks | Mar 12, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
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| SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification | Mar 2, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Comparison of semi-supervised deep learning algorithms for audio classification | Feb 16, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| Urban Sound Classification : striving towards a fair comparison | Oct 22, 2020 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| ESResNet: Environmental Sound Classification Based on Visual Domain Models | Apr 15, 2020 | ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
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| Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification | Jun 4, 2025 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| General-purpose audio representation learning for real-world sound scenes | Jun 1, 2025 | MambaRepresentation Learning | —Unverified | 0 |
| Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone | May 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles | May 28, 2025 | Knowledge DistillationSound Classification | CodeCode Available | 0 |
| Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment Losses | May 28, 2025 | Audio ClassificationLung Sound Classification | CodeCode Available | 0 |
| The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive Learning | May 19, 2025 | Contrastive LearningSound Classification | CodeCode Available | 0 |
| Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis | May 6, 2025 | DiagnosticLung Sound Classification | —Unverified | 0 |
| Can Masked Autoencoders Also Listen to Birds? | Apr 17, 2025 | Audio ClassificationMulti-Label Classification | —Unverified | 0 |
| Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning | Apr 15, 2025 | ClassificationSelf-Supervised Learning | —Unverified | 0 |
| Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification | Apr 4, 2025 | ClassificationData Augmentation | —Unverified | 0 |
| Symbolic Audio Classification via Modal Decision Tree Learning | Mar 21, 2025 | Audio ClassificationClassification | —Unverified | 0 |
| Weakly Supervised Convolutional Dictionary Learning for Multi-Label Classification | Mar 11, 2025 | ClassificationDictionary Learning | CodeCode Available | 0 |
