DCASE 2018 Baseline systems

A collection of utilities for Detection and Classification of Acoustic Scenes and Events

Domestic environment sound event detection task

DCASE2020 Challenge Task 2 baseline system

DCASE 2017 Baseline system

Task 4 Large-scale weakly supervised sound event detection for smart cars

DCASE 2016 Baseline system, python implementation

ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples

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.

The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data

Audio captioning baseline system for DCASE 2020 challenge.

1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

DCASE2020 Challenge Task 1 baseline system

[AAAI 2023 (Oral)] CrissCross: Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"

DCASE2019 Challenge Task 1 baseline system

Collection of DCASE related datasets