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Sound Classification

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Showing 1–50 of 148 papers

TitleStatusHype
EAT: Self-Supervised Pre-Training with Efficient Audio TransformerCode3
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and DetectionCode2
AudioCLIP: Extending CLIP to Image, Text and AudioCode2
Adaptive Differential Denoising for Respiratory Sounds ClassificationCode1
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive LearningCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound ClassificationCode1
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
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationCode1
Unsupervised classification to improve the quality of a bird song recording datasetCode1
A dataset for Audio-Visual Sound Event Detection in MoviesCode1
Epic-Sounds: A Large-scale Dataset of Actions That SoundCode1
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation LearningCode1
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP BlockCode1
Pretraining Respiratory Sound Representations using Metadata and Contrastive LearningCode1
Enemy Spotted: in-game gun sound dataset for gunshot classification and localizationCode1
Enemy Spotted: in-game gun sound dataset for gunshot classification and localizationCode1
HouseX: A Fine-grained House Music Dataset and its Potential in the Music IndustryCode1
Continual Learning For On-Device Environmental Sound ClassificationCode1
End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification NetworkCode1
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breathCode1
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityCode1
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
Contrastive Learning of Global-Local Video RepresentationsCode1
Tiny Transformers for Environmental Sound Classification at the EdgeCode1
Learning spectro-temporal representations of complex sounds with parameterized neural networksCode1
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained DevicesCode1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound ClassificationCode1
Comparison of semi-supervised deep learning algorithms for audio classificationCode1
Urban Sound Classification : striving towards a fair comparisonCode1
ESResNet: Environmental Sound Classification Based on Visual Domain ModelsCode1
USAD: Universal Speech and Audio Representation via Distillation—0
Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment—0
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification—0
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification—0
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound ClassificationCode0
General-purpose audio representation learning for real-world sound scenes—0
Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone—0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment LossesCode0
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
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