Reading list for research topics in Sound AI
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Updated
Apr 28, 2024
Reading list for research topics in Sound AI
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
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.
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
Tracking states of the arts and recent results (bibliography) on sound tasks.
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
A BCNN prediction pipeline to discover mosquito sounds from audio.
Attention Mechanism with DNN on Audio Classification
Workshop on Detection and Classification of Acoustic Scenes and Events
Keras-Tensorflow implementation of various knowledge transfer / distillation algorithms, on acoustic scene classification (ASC) task.
This is a repository intended the RION submission for DCASE2022 Task1.
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
Codes related to acoustic scene classification task for DCASE 2022
Acoustic Scene Classification with Convolutional Neural Network (CNN)
Acoustic Scene Classification System (DCASE2018 Task 1)
Acoustic Communication Underwater Mimicking Sea Classification by Multiscale Deep Features Aggregation and Low Complexity, and Data Augmentation.
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