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Sound Classification
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification
Adaptive Differential Denoising for Respiratory Sounds Classification
General-purpose audio representation learning for real-world sound scenes
Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles
Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment Losses
The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive Learning
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis
Can Masked Autoencoders Also Listen to Birds?
Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification
Symbolic Audio Classification via Modal Decision Tree Learning
Weakly Supervised Convolutional Dictionary Learning for Multi-Label Classification
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning
Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification
Sound Classification of Four Insect Classes
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital Stethoscope
Heterogeneous sound classification with the Broad Sound Taxonomy and Dataset
ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning
Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics
BUET Multi-disease Heart Sound Dataset: A Comprehensive Auscultation Dataset for Developing Computer-Aided Diagnostic Systems
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification
Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method
Advanced Framework for Animal Sound Classification With Features Optimization
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification
Enhanced Heart Sound Classification Using Mel Frequency Cepstral Coefficients and Comparative Analysis of Single vs. Ensemble Classifier Strategies
Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification
AudioProtoPNet: An interpretable deep learning model for bird sound classification
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