| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 |
| Dynamic Backdoors with Global Average Pooling | Mar 4, 2022 | Classificationimage-classification | —Unverified | 0 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection | Feb 2, 2022 | Audio ClassificationEvent Detection | CodeCode Available | 2 |
| ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention | Jan 14, 2022 | Audio ClassificationClassification | —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 |
| Contrastive Learning of Global and Local Video Representations | Dec 1, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds | Nov 29, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Interpreting deep urban sound classification using Layer-wise Relevance Propagation | Nov 19, 2021 | ClassificationSound Classification | CodeCode Available | 0 |
| Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity | Nov 9, 2021 | Audio ClassificationRetrieval | CodeCode Available | 1 |
| LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram | Oct 29, 2021 | Audio ClassificationLung Sound Classification | CodeCode Available | 0 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning | Oct 1, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Unsupervised Learning of Deep Features for Music Segmentation | Aug 30, 2021 | SegmentationSound Classification | —Unverified | 0 |
| Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model | Aug 17, 2021 | Sound Classification | —Unverified | 0 |
| Segmentation-free Heart Pathology Detection Using Deep Learning | Aug 9, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| Lung Sound Classification Using Co-tuning and Stochastic Normalization | Aug 4, 2021 | Audio ClassificationData Augmentation | —Unverified | 0 |
| 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 |
| AudioCLIP: Extending CLIP to Image, Text and Audio | Jun 24, 2021 | ClassificationEnvironmental Sound Classification | CodeCode Available | 2 |
| 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 Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
