| 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 |
| Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices | Mar 5, 2021 | Audio ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
| 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 |
| Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations | Jan 1, 2021 | ClassificationDeepFake Detection | —Unverified | 0 |
| Urban Sound Classification : striving towards a fair comparison | Oct 22, 2020 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| Respiratory Sound Classification Using Long-Short Term Memory | Aug 6, 2020 | blind source separationClassification | —Unverified | 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 |
| An Ensemble of Convolutional Neural Networks for Audio Classification | Jul 15, 2020 | Audio ClassificationClassification | —Unverified | 0 |
| A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation | May 21, 2020 | Anomaly DetectionClassification | —Unverified | 0 |
| Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning | Apr 16, 2020 | Anomaly DetectionGeneral Classification | CodeCode Available | 0 |
| ESResNet: Environmental Sound Classification Based on Visual Domain Models | Apr 15, 2020 | ClassificationEnvironmental Sound Classification | CodeCode Available | 1 |
| Acoustic Scene Analysis using Analog Spiking Neural Network | Dec 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Environmental Sound Classification with Parallel Temporal-spectral Attention | Dec 14, 2019 | Acoustic Scene ClassificationAudio Classification | —Unverified | 0 |
| LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning Algorithm | Dec 5, 2019 | Audio ClassificationDiagnostic | CodeCode Available | 0 |
| Improving Universal Sound Separation Using Sound Classification | Nov 18, 2019 | Audio Source SeparationClassification | —Unverified | 0 |
| Spectrogram-frame linear network and continuous frame sequence for bird sound classification | Nov 1, 2019 | Sound Classification | CodeCode Available | 0 |
| Detection of Adversarial Attacks and Characterization of Adversarial Subspace | Oct 26, 2019 | BenchmarkingEnvironmental Sound Classification | —Unverified | 0 |
| Urban Sound Tagging using Convolutional Neural Networks | Sep 27, 2019 | Data AugmentationEnvironmental Sound Classification | CodeCode Available | 0 |
| Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network | Aug 28, 2019 | Data AugmentationEnvironment Sound Classification | —Unverified | 0 |
| AI for Earth: Rainforest Conservation by Acoustic Surveillance | Aug 20, 2019 | Audio ClassificationBIG-bench Machine Learning | —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 |
| Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification | Jul 4, 2019 | ClassificationEnvironmental Sound Classification | —Unverified | 0 |
| Continual Learning of New Sound Classes using Generative Replay | Jun 3, 2019 | AllContinual Learning | —Unverified | 0 |
