| An open access database for the evaluation of respiratory sound classification algorithms | May 22, 2019 | Sound Classification | —Unverified | 0 |
| Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks | May 15, 2019 | ClassificationCPU | CodeCode Available | 0 |
| Statistical feature embedding for heart sound classification | Apr 26, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 |
| End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network | Apr 18, 2019 | Environmental Sound ClassificationGeneral Classification | CodeCode Available | 0 |
| Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network | Apr 8, 2019 | BenchmarkingClassification | —Unverified | 0 |
| Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data | Mar 29, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation | Jan 7, 2019 | Data AugmentationSound Classification | —Unverified | 0 |
| Short-segment heart sound classification using an ensemble of deep convolutional neural networks | Oct 27, 2018 | General ClassificationSound Classification | —Unverified | 0 |
| An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification | Jun 18, 2018 | General ClassificationRepresentation Learning | CodeCode Available | 0 |
| Masked Conditional Neural Networks for Environmental Sound Classification | May 25, 2018 | ClassificationEnvironmental Sound Classification | CodeCode Available | 0 |
| Utilizing Domain Knowledge in End-to-End Audio Processing | Dec 1, 2017 | Environmental Sound ClassificationGeneral Classification | CodeCode Available | 0 |
| Listening to the World Improves Speech Command Recognition | Oct 23, 2017 | Environmental Sound ClassificationGeneral Classification | —Unverified | 0 |
| Recognizing Abnormal Heart Sounds Using Deep Learning | Jul 14, 2017 | Deep LearningSensitivity | —Unverified | 0 |
| Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks | Jun 22, 2017 | Audio ClassificationClassification | —Unverified | 0 |
| Look, Listen and Learn | May 23, 2017 | Audio ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification | Jan 23, 2017 | ClassificationData Augmentation | CodeCode Available | 0 |
| Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural Networks | Jan 20, 2017 | Binary ClassificationEvent Detection | CodeCode Available | 0 |
| Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification | Aug 15, 2016 | Data AugmentationDictionary Learning | CodeCode Available | 0 |
| Automatic Environmental Sound Recognition: Performance versus Computational Cost | Jul 15, 2016 | General ClassificationSound Classification | —Unverified | 0 |
| Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification | May 1, 2016 | ClassificationDialogue Act Classification | —Unverified | 0 |
| Musical instrument sound classification with deep convolutional neural network using feature fusion approach | Dec 23, 2015 | General ClassificationSound Classification | —Unverified | 0 |
| Learning An Invariant Speech Representation | Jun 16, 2014 | General ClassificationSound Classification | —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 |
