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Sound Classification

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Showing 51–100 of 148 papers

TitleStatusHype
SpectNet : End-to-End Audio Signal Classification Using Learnable SpectrogramsCode0
Spectrogram-frame linear network and continuous frame sequence for bird sound classificationCode0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive LearningCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Heterogeneous sound classification with the Broad Sound Taxonomy and DatasetCode0
Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from EnsemblesCode0
Interpreting deep urban sound classification using Layer-wise Relevance PropagationCode0
Urban Sound Tagging using Convolutional Neural NetworksCode0
Utilizing Domain Knowledge in End-to-End Audio ProcessingCode0
Weakly Supervised Convolutional Dictionary Learning for Multi-Label ClassificationCode0
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
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data—0
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation—0
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals—0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Unsupervised Learning of Deep Features for Music Segmentation—0
USAD: Universal Speech and Audio Representation via Distillation—0
Continual Learning of New Sound Classes using Generative Replay—0
Zero-Shot Federated Learning with New Classes for Audio Classification—0
Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment—0
Advanced Framework for Animal Sound Classification With Features Optimization—0
AI for Earth: Rainforest Conservation by Acoustic Surveillance—0
A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations—0
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
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