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Sound Classification

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Showing 51–100 of 148 papers

TitleStatusHype
An Ensemble of Convolutional Neural Networks for Audio Classification—0
An open access database for the evaluation of respiratory sound classification algorithms—0
A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning—0
ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention—0
A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification—0
Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification—0
Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification—0
AudioProtoPNet: An interpretable deep learning model for bird sound classification—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
Automatic Environmental Sound Recognition: Performance versus Computational Cost—0
Can Masked Autoencoders Also Listen to Birds?—0
Channel-Spatial-Based Few-Shot Bird Sound Event Detection—0
Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network—0
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers—0
Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network—0
Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network—0
Codec Data Augmentation for Time-domain Heart Sound Classification—0
Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks—0
Continual Learning of New Sound Classes using Generative Replay—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Correlation Clustering of Bird Sounds—0
Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks—0
Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification—0
Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling—0
Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds—0
Detection of Adversarial Attacks and Characterization of Adversarial Subspace—0
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification—0
Dynamic Backdoors with Global Average Pooling—0
ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning—0
Musical instrument sound classification with deep convolutional neural network using feature fusion approach—0
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model—0
Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone—0
Recognizing Abnormal Heart Sounds Using Deep Learning—0
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification—0
Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning—0
Respiratory Sound Classification Using Long-Short Term Memory—0
Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds—0
Segmentation-free Heart Pathology Detection Using Deep Learning—0
Short-segment heart sound classification using an ensemble of deep convolutional neural networks—0
Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation—0
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data—0
Sound Classification of Four Insect Classes—0
SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database—0
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification—0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion—0
Symbolic Audio Classification via Modal Decision Tree Learning—0
Synthetic training set generation using text-to-audio models for environmental sound classification—0
Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks—0
Towards Enhanced Classification of Abnormal Lung sound in Multi-breath: A Light Weight Multi-label and Multi-head Attention Classification Method—0
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis—0
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