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Sound Classification

Papers archive 2025-07-28

archive papers tagged: 148 · with a code link: 61 · where Syntology ran a sample: 5 (5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (5 of 148 tagged: 5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 148 of 148, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network
  30 Aug 2022 0 repositories listed
• Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers
  24 Aug 2022 0 repositories listed
• Time-Frequency Distributions of Heart Sound Signals: A Comparative Study using Convolutional Neural Networks
  5 Aug 2022 0 repositories listed
• Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling
  15 Apr 2022 0 repositories listed
• Dynamic Backdoors with Global Average Pooling
  4 Mar 2022 0 repositories listed
• ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention
  14 Jan 2022 0 repositories listed
• Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice
  14 Dec 2021 0 repositories listed
• Contrastive Learning of Global and Local Video Representations
  1 Dec 2021 0 repositories listed
• Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds
  29 Nov 2021 0 repositories listed
• A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning
  1 Oct 2021 0 repositories listed
• Unsupervised Learning of Deep Features for Music Segmentation
  30 Aug 2021 0 repositories listed
• Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model
  17 Aug 2021 0 repositories listed
• Segmentation-free Heart Pathology Detection Using Deep Learning
  9 Aug 2021 0 repositories listed
• Lung Sound Classification Using Co-tuning and Stochastic Normalization
  4 Aug 2021 0 repositories listed
• A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations
  30 Jul 2021 0 repositories listed
• Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds
  23 Jun 2021 0 repositories listed
• Zero-Shot Federated Learning with New Classes for Audio Classification
  18 Jun 2021 0 repositories listed
• Heart Sound Classification Considering Additive Noise and Convolutional Distortion
  3 Jun 2021 0 repositories listed
• Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks
  30 Apr 2021 0 repositories listed
• EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation
  15 Apr 2021 0 repositories listed
• Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations
  1 Jan 2021 0 repositories listed
• Respiratory Sound Classification Using Long-Short Term Memory
  6 Aug 2020 0 repositories listed
• LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation
  1 Aug 2020 0 repositories listed
• An Ensemble of Convolutional Neural Networks for Audio Classification
  15 Jul 2020 0 repositories listed
• A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation
  21 May 2020 0 repositories listed
• Acoustic Scene Analysis using Analog Spiking Neural Network
  23 Dec 2019 0 repositories listed
• Environmental Sound Classification with Parallel Temporal-spectral Attention
  14 Dec 2019 0 repositories listed
• Improving Universal Sound Separation Using Sound Classification
  18 Nov 2019 0 repositories listed
• Detection of Adversarial Attacks and Characterization of Adversarial Subspace
  26 Oct 2019 0 repositories listed
• Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network
  28 Aug 2019 0 repositories listed
• AI for Earth: Rainforest Conservation by Acoustic Surveillance
  20 Aug 2019 0 repositories listed
• Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion
  16 Aug 2019 0 repositories listed
• Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification
  4 Jul 2019 0 repositories listed
• Continual Learning of New Sound Classes using Generative Replay
  3 Jun 2019 0 repositories listed
• An open access database for the evaluation of respiratory sound classification algorithms
  22 May 2019 0 repositories listed
• Statistical feature embedding for heart sound classification
  26 Apr 2019 0 repositories listed
• Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network
  8 Apr 2019 0 repositories listed
• Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data
  29 Mar 2019 0 repositories listed
• Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation
  7 Jan 2019 0 repositories listed
• Short-segment heart sound classification using an ensemble of deep convolutional neural networks
  27 Oct 2018 0 repositories listed
• Listening to the World Improves Speech Command Recognition
  23 Oct 2017 0 repositories listed
• Recognizing Abnormal Heart Sounds Using Deep Learning
  14 Jul 2017 0 repositories listed
• Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks
  22 Jun 2017 0 repositories listed
• Automatic Environmental Sound Recognition: Performance versus Computational Cost
  15 Jul 2016 0 repositories listed
• Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification
  1 May 2016 0 repositories listed
• Musical instrument sound classification with deep convolutional neural network using feature fusion approach
  23 Dec 2015 0 repositories listed
• Learning An Invariant Speech Representation
  16 Jun 2014 0 repositories listed
• Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network
  15 May 2013 0 repositories listed