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Sound Classification

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Showing 101–148 of 148 papers

TitleStatusHype
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
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Urban Sound Classification : striving towards a fair comparisonCode1
Respiratory Sound Classification Using Long-Short Term Memory—0
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation—0
An Ensemble of Convolutional Neural Networks for Audio Classification—0
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation—0
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model TuningCode0
ESResNet: Environmental Sound Classification Based on Visual Domain ModelsCode1
Acoustic Scene Analysis using Analog Spiking Neural Network—0
Environmental Sound Classification with Parallel Temporal-spectral Attention—0
LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning AlgorithmCode0
Improving Universal Sound Separation Using Sound Classification—0
Spectrogram-frame linear network and continuous frame sequence for bird sound classificationCode0
Detection of Adversarial Attacks and Characterization of Adversarial Subspace—0
Urban Sound Tagging using Convolutional Neural NetworksCode0
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network—0
AI for Earth: Rainforest Conservation by Acoustic Surveillance—0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion—0
Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification—0
Continual Learning of New Sound Classes using Generative Replay—0
An open access database for the evaluation of respiratory sound classification algorithms—0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
Statistical feature embedding for heart sound classification—0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural NetworkCode0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data—0
Sinusoidal wave generating network based on adversarial learning and its application: synthesizing frog sounds for data augmentation—0
Short-segment heart sound classification using an ensemble of deep convolutional neural networks—0
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound ClassificationCode0
Masked Conditional Neural Networks for Environmental Sound ClassificationCode0
Utilizing Domain Knowledge in End-to-End Audio ProcessingCode0
Listening to the World Improves Speech Command Recognition—0
Recognizing Abnormal Heart Sounds Using Deep Learning—0
Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks—0
Look, Listen and LearnCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound ClassificationCode0
Automatic Environmental Sound Recognition: Performance versus Computational Cost—0
Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification—0
Musical instrument sound classification with deep convolutional neural network using feature fusion approach—0
Learning An Invariant Speech Representation—0
Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network—0
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