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Sound Classification

Papers

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Showing 51–75 of 148 papers

TitleStatusHype
SpectNet : End-to-End Audio Signal Classification Using Learnable SpectrogramsCode0
Spectrogram-frame linear network and continuous frame sequence for bird sound classificationCode0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive LearningCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Heterogeneous sound classification with the Broad Sound Taxonomy and DatasetCode0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
Interpreting deep urban sound classification using Layer-wise Relevance PropagationCode0
Urban Sound Tagging using Convolutional Neural NetworksCode0
Utilizing Domain Knowledge in End-to-End Audio ProcessingCode0
Weakly Supervised Convolutional Dictionary Learning for Multi-Label ClassificationCode0
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification—0
Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning—0
Respiratory Sound Classification Using Long-Short Term Memory—0
Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds—0
Segmentation-free Heart Pathology Detection Using Deep Learning—0
Short-segment heart sound classification using an ensemble of deep convolutional neural networks—0
Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation—0
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data—0
Sound Classification of Four Insect Classes—0
SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database—0
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification—0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion—0
Symbolic Audio Classification via Modal Decision Tree Learning—0
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