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

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

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

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.

This repository provides an easy way to train your models on the datasets of DCASE task 1.

Workshop on Detection and Classification of Acoustic Scenes and Events

Attention Mechanism with DNN on Audio Classification

Codes related to DCASE2021 Task 1 - Acoustic Scene Classification

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

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

Codes related to acoustic scene classification task for DCASE 2022

Acoustic Scene Classification System (DCASE2018 Task 1)

Acoustic Scene Classification with Convolutional Neural Network (CNN)