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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
Contrastive Learning of Global-Local Video RepresentationsCode1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound ClassificationCode1
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityCode1
Adversarial Fine-tuning using Generated Respiratory Sound to Address Class ImbalanceCode1
Multi-View Spectrogram Transformer for Respiratory Sound ClassificationCode1
Pretraining Respiratory Sound Representations using Metadata and Contrastive LearningCode1
Differentiable Tracking-Based Training of Deep Learning Sound Source LocalizersCode1
Urban Sound Classification : striving towards a fair comparisonCode1
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP BlockCode1
Adaptive Differential Denoising for Respiratory Sounds ClassificationCode1
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breathCode1
ESResNet: Environmental Sound Classification Based on Visual Domain ModelsCode1
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained DevicesCode1
Comparison of semi-supervised deep learning algorithms for audio classificationCode1
Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital StethoscopeCode1
Self-Supervised Learning for Few-Shot Bird Sound ClassificationCode1
Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound ClassificationCode1
Unsupervised classification to improve the quality of a bird song recording datasetCode1
BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound ClassificationCode1
End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification NetworkCode1
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
Tiny Transformers for Environmental Sound Classification at the EdgeCode1
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound ClassificationCode1
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive LearningCode1
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation LearningCode1
Learning spectro-temporal representations of complex sounds with parameterized neural networksCode1
A dataset for Audio-Visual Sound Event Detection in MoviesCode1
Enemy Spotted: in-game gun sound dataset for gunshot classification and localizationCode1
Epic-Sounds: A Large-scale Dataset of Actions That SoundCode1
Continual Learning For On-Device Environmental Sound ClassificationCode1
Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network—0
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers—0
A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification—0
Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network—0
Channel-Spatial-Based Few-Shot Bird Sound Event Detection—0
ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention—0
Can Masked Autoencoders Also Listen to Birds?—0
A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning—0
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification—0
Detection of Adversarial Attacks and Characterization of Adversarial Subspace—0
AI for Earth: Rainforest Conservation by Acoustic Surveillance—0
Automatic Environmental Sound Recognition: Performance versus Computational Cost—0
Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds—0
Dynamic Backdoors with Global Average Pooling—0
An open access database for the evaluation of respiratory sound classification algorithms—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
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