| A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations | Jul 30, 2021 | Audio ClassificationSound Classification | —Unverified | 0 |
| A Visual Domain Transfer Learning Approach for Heartbeat Sound Classification | Jul 28, 2021 | Classificationdomain classification | CodeCode Available | 0 |
| Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds | Jun 23, 2021 | ClassificationSound Classification | —Unverified | 0 |
| Zero-Shot Federated Learning with New Classes for Audio Classification | Jun 18, 2021 | Audio ClassificationClassification | —Unverified | 0 |
| Heart Sound Classification Considering Additive Noise and Convolutional Distortion | Jun 3, 2021 | Anomaly DetectionClassification | —Unverified | 0 |
| Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks | Apr 30, 2021 | Lung Sound ClassificationSound Classification | —Unverified | 0 |
| EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation | Apr 15, 2021 | Data AugmentationEnvironmental Sound Classification | —Unverified | 0 |
| Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations | Jan 1, 2021 | ClassificationDeepFake Detection | —Unverified | 0 |
| 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 |
| 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 |