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Sound Classification

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Showing 101–148 of 148 papers

TitleStatusHype
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data—0
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation—0
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals—0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Unsupervised Learning of Deep Features for Music Segmentation—0
USAD: Universal Speech and Audio Representation via Distillation—0
Zero-Shot Federated Learning with New Classes for Audio Classification—0
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers—0
Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation—0
Improving Universal Sound Separation Using Sound Classification—0
Acoustic Scene Analysis using Analog Spiking Neural Network—0
Statistical feature embedding for heart sound classification—0
Learning An Invariant Speech Representation—0
Environmental Sound Classification with Parallel Temporal-spectral Attention—0
Listening to the World Improves Speech Command Recognition—0
Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification—0
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation—0
Lung Sound Classification Using Co-tuning and Stochastic Normalization—0
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification—0
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification—0
Heterogeneous sound classification with the Broad Sound Taxonomy and DatasetCode0
Spectrogram-frame linear network and continuous frame sequence for bird sound classificationCode0
Face: Fast, Accurate and Context-Aware Audio Annotation and ClassificationCode0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
Utilizing Domain Knowledge in End-to-End Audio ProcessingCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Weakly Supervised Convolutional Dictionary Learning for Multi-Label ClassificationCode0
Interpreting deep urban sound classification using Layer-wise Relevance PropagationCode0
A ResNet attention model for classifying mosquitoes from wing‑beating soundsCode0
BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic SystemsCode0
Urban Sound Tagging using Convolutional Neural NetworksCode0
Example-based Explanations with Adversarial Attacks for Respiratory Sound AnalysisCode0
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound ClassificationCode0
Look, Listen and LearnCode0
LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogramCode0
LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning AlgorithmCode0
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model TuningCode0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive LearningCode0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
Masked Conditional Neural Networks for Environmental Sound ClassificationCode0
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound ClassificationCode0
A Visual Domain Transfer Learning Approach for Heartbeat Sound ClassificationCode0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural NetworkCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
SpectNet : End-to-End Audio Signal Classification Using Learnable SpectrogramsCode0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment LossesCode0
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