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Sound Classification

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Showing 51–75 of 148 papers

TitleStatusHype
Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification—0
Sound Classification of Four Insect Classes—0
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers—0
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals—0
Heterogeneous sound classification with the Broad Sound Taxonomy and DatasetCode0
Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics—0
ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning—0
BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic SystemsCode0
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification—0
Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation—0
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method—0
Advanced Framework for Animal Sound Classification With Features Optimization—0
Enhanced Heart Sound Classification Using Mel Frequency Cepstral Coefficients and Comparative Analysis of Single vs. Ensemble Classifier Strategies—0
Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification—0
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification—0
AudioProtoPNet: An interpretable deep learning model for bird sound classification—0
Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network—0
Synthetic training set generation using text-to-audio models for environmental sound classification—0
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data—0
Focal Modulation Networks for Interpretable Sound Classification—0
Feature Aggregation in Joint Sound Classification and Localization Neural Networks—0
Codec Data Augmentation for Time-domain Heart Sound Classification—0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
EchoVest: Real-Time Sound Classification and Depth Perception Expressed through Transcutaneous Electrical Nerve Stimulation—0
Channel-Spatial-Based Few-Shot Bird Sound Event Detection—0
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