DCASE
DCASE2022 Challenge
Task 1, Low-Complexity Acoustic Scene Classification
Task 2, Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques
Task 3, Sound Event Localization and Detection Evaluated in Real Spatial Sound Scenes
baselineCODE
Task 4, Sound Event Detection in Domestic Environments
baselineCODE
Task 5, Few-shot Bioacoustic Event Detection
Task 6, Automated Audio Captioning and Language-Based Audio Retrieval
DCASE2021 Challenge
Task 1, Acoustic Scene Classification
Task 2, Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions
Task 3, Sound Event Localization and Detection with Directional Interference
baselineCODE
Task 4, Sound Event Detection and Separation in Domestic Environments
baselineCODE
popcornell CODE
Task 5, Few-shot Bioacoustic Event Detection
Task 6, Automated Audio Captioning
DCASE2020 Challenge
Task 1, Acoustic Scene Classification
baselineCODE
MihawkHuCODE
kkoutiniCODE
DcaseNetCODE
Task 2, Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring
baselineCODE
OptimusPrimusCODE,PAPER
Task 3, Sound Event Localization and Detection
Task 4, Sound Event Detection and Separation in Domestic Environments
baselineCODE
Task 5, Urban Sound Tagging with Spatiotemporal Context
Task 6, Automated Audio Captioning
DCASE2019 ChallengetutorialPPT,CODE-example
Task 1, Acoustic Scene Classification
baselineCODE
kkoutiniCODE
Subtask A: Acoustic Scene Classification
CP JKUCODE,PAPER1,PAPER2
Subtask B: Acoustic Scene Classification with Mismatched Devices
Subtask C: Open set Acoustic Scene Classification
Task 2, Audio tagging with noisy labels and minimal supervision
baselineCODE
qiuqiangkongCODE
Task 3, Sound Event Localization and Detection
SELDnetCODE,PAPER1,PAPER2
Task 4, Sound Event Detection in Domestic Environments
baselineCODE,PAPER
Task 5, Urban Sound Tagging
DCASE2018 ChallengebaselineCODE
Task 1, Acoustic Scene Classification
Subtask A: Acoustic Scene Classification
Subtask B: Acoustic Scene Classification with Mismatched Devices
Subtask C: Acoustic Scene Classification with use of external data
Task 2, General-purpose audio tagging of Freesound content with AudioSet labels
Research-Audio-classification-using-Audioset-Freesound-DatabasesCODE
Freesound-audio-taggingCODE,PAPER
Task 3, Bird audio detection
Task 4, Large-scale weakly labeled semi-supervised sound event detection in domestic environments
Task 5, Monitoring of domestic activities based on multi-channel acoustics
DCASE2017 ChallengebaselineCODE2016&2017 baselineCODE
Task 1, Acoustic Scene Classification
Task 2, Detection of rare sound events
Task 3, Sound event detection in real life audio
Task 4, Large-scale weakly superviesed sound event detection for smart cars
koryakoCODE
qiuqiangkongCODE,PAPER
DCASE2016 ChallengebaselineCODE
Task 1, Acoustic Scene Classification
baselineCODE
Acoustic-Environment-Classification-using-Discrete-Hartley-Transform-Features PAPER,CODE
Task 2, Sound event detection in synthetic audio
Task 3, Sound event detection in real life audio
Task 4, Domestic audio tagging
DCASE2013 Challenge
Task 1, Acoustic Scene Classification
Task 2, Sound event detection
Subtask OL: Office Live
Subtask OS: Office Synthetic
