Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

Attention Mechanism with DNN on Audio Classification

Acoustic Scene Classification System (DCASE2018 Task 1)

DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring

DCASE 2020 Challenge Task 1B - Low-Complexity Acoustic Scene Classification

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

IMT Atlantique - BRAIn submission for DCASE 2020 Challenge task 1, subtask B

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Codes related to DCASE2021 Task 1 - Acoustic Scene Classification

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.

Code for DCASE 2020 task 1a and task 1b.

A BCNN prediction pipeline to discover mosquito sounds from audio.

Codes related to acoustic scene classification task for DCASE 2022

This is a repository intended the RION submission for DCASE2022 Task1.

DCASE2020 Challenge Task 2 baseline system

Tracking states of the arts and recent results (bibliography) on sound tasks.

Keras-Tensorflow implementation of various knowledge transfer / distillation algorithms, on acoustic scene classification (ASC) task.

Acoustic Communication Underwater Mimicking Sea Classification by Multiscale Deep Features Aggregation and Low Complexity, and Data Augmentation.

Acoustic Scene Classification with Convolutional Neural Network (CNN)