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Sound Classification

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Showing 51–100 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
Correlation Clustering of Bird Sounds—0
Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification—0
Face: Fast, Accurate and Context-Aware Audio Annotation and ClassificationCode0
SpectNet : End-to-End Audio Signal Classification Using Learnable SpectrogramsCode0
Exploring the Impact of Noise and Degradations on Heart Sound Classification Models—0
A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification—0
SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database—0
Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network—0
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers—0
Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks—0
A ResNet attention model for classifying mosquitoes from wing‑beating soundsCode0
Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling—0
Example-based Explanations with Adversarial Attacks for Respiratory Sound AnalysisCode0
Dynamic Backdoors with Global Average Pooling—0
ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention—0
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice—0
Contrastive Learning of Global and Local Video Representations—0
Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds—0
Interpreting deep urban sound classification using Layer-wise Relevance PropagationCode0
LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogramCode0
A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning—0
Unsupervised Learning of Deep Features for Music Segmentation—0
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model—0
Segmentation-free Heart Pathology Detection Using Deep Learning—0
Lung Sound Classification Using Co-tuning and Stochastic Normalization—0
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