SOTAVerified

Sound Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 148 papers

TitleStatusHype
USAD: Universal Speech and Audio Representation via Distillation—0
Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment—0
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification—0
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification—0
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound ClassificationCode0
Adaptive Differential Denoising for Respiratory Sounds ClassificationCode1
General-purpose audio representation learning for real-world sound scenes—0
Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone—0
Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment LossesCode0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive LearningCode0
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis—0
Can Masked Autoencoders Also Listen to Birds?—0
Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning—0
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification—0
Symbolic Audio Classification via Modal Decision Tree Learning—0
Weakly Supervised Convolutional Dictionary Learning for Multi-Label ClassificationCode0
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive LearningCode1
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
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
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
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound ClassificationCode1
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
EAT: Self-Supervised Pre-Training with Efficient Audio TransformerCode3
Self-Supervised Learning for Few-Shot Bird Sound ClassificationCode1
Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound ClassificationCode1
Multi-View Spectrogram Transformer for Respiratory Sound ClassificationCode1
Adversarial Fine-tuning using Generated Respiratory Sound to Address Class ImbalanceCode1
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
Show:102550
← PrevPage 1 of 3Next →

No leaderboard results yet.