| Tiny Transformers for Environmental Sound Classification at the Edge | Mar 22, 2021 | ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
| Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification | May 23, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 1 |
| CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning | Feb 2, 2025 | Audio ClassificationClustering | CodeCode Available | 1 |
| XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning | Nov 25, 2022 | Action ClassificationClassification | CodeCode Available | 1 |
| Learning spectro-temporal representations of complex sounds with parameterized neural networks | Mar 12, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| A dataset for Audio-Visual Sound Event Detection in Movies | Feb 14, 2023 | Event DetectionSelf-Driving Cars | CodeCode Available | 1 |
| Enemy Spotted: in-game gun sound dataset for gunshot classification and localization | Oct 12, 2022 | ClassificationSound Classification | CodeCode Available | 1 |
| Epic-Sounds: A Large-scale Dataset of Actions That Sound | Feb 1, 2023 | Action RecognitionSound Classification | CodeCode Available | 1 |
| Continual Learning For On-Device Environmental Sound Classification | Jul 15, 2022 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network | Mar 30, 2024 | Sound Classification | —Unverified | 0 |
| Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers | Nov 8, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification | Sep 9, 2022 | Cough ClassificationDiagnostic | —Unverified | 0 |
| Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network | May 15, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Channel-Spatial-Based Few-Shot Bird Sound Event Detection | Jun 18, 2023 | Event DetectionFew-Shot Learning | —Unverified | 0 |
| ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention | Jan 14, 2022 | Audio ClassificationClassification | —Unverified | 0 |
| Can Masked Autoencoders Also Listen to Birds? | Apr 17, 2025 | Audio ClassificationMulti-Label Classification | —Unverified | 0 |
| A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning | Oct 1, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification | Jun 12, 2025 | DisentanglementSound Classification | —Unverified | 0 |
| Detection of Adversarial Attacks and Characterization of Adversarial Subspace | Oct 26, 2019 | BenchmarkingEnvironmental Sound Classification | —Unverified | 0 |
| AI for Earth: Rainforest Conservation by Acoustic Surveillance | Aug 20, 2019 | Audio ClassificationBIG-bench Machine Learning | —Unverified | 0 |
| Automatic Environmental Sound Recognition: Performance versus Computational Cost | Jul 15, 2016 | General ClassificationSound Classification | —Unverified | 0 |
| Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds | Jun 23, 2021 | ClassificationSound Classification | —Unverified | 0 |
| Dynamic Backdoors with Global Average Pooling | Mar 4, 2022 | Classificationimage-classification | —Unverified | 0 |
| An open access database for the evaluation of respiratory sound classification algorithms | May 22, 2019 | Sound Classification | —Unverified | 0 |
| Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice | Dec 14, 2021 | Sound Classification | —Unverified | 0 |
