DCASE2020 Challenge Task 2 baseline system
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Updated
Dec 27, 2022 - Python
DCASE2020 Challenge Task 2 baseline system
Code for DCASE 2020 task 1a and task 1b.
DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
Reading list for research topics in Sound AI
Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, and sound event detection. Implemented using PyTorch.
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
Acoustic Scene Classification System (DCASE2018 Task 1)
Keras-Tensorflow implementation of various knowledge transfer / distillation algorithms, on acoustic scene classification (ASC) task.
Attention Mechanism with DNN on Audio Classification
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
Codes related to acoustic scene classification task for DCASE 2022
Tracking states of the arts and recent results (bibliography) on sound tasks.
Acoustic Scene Classification with Convolutional Neural Network (CNN)
Workshop on Detection and Classification of Acoustic Scenes and Events
Acoustic Communication Underwater Mimicking Sea Classification by Multiscale Deep Features Aggregation and Low Complexity, and Data Augmentation.
IMT Atlantique - BRAIn submission for DCASE 2020 Challenge task 1, subtask B
A BCNN prediction pipeline to discover mosquito sounds from audio.
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