Anomalous sound datasets DCASE Datalist

Info
page
Name Collection
name
Related
datasets
Provider Abbreviation D S License Size Year Cite Paper title General
domains
Data
modalities
Total
duration
(min)
Files Length
consistency
File
length (sec)
Content
type
Scene
content
Unique
event
instances
in synthetic
mixtures
Recording
setup type
Recording
setups
Recording
spot type
Data
type
Material
source
Variability
source
Audio
type
Format Lossy
compression
Bit
rate
Sampling
rate
Channel
setup
Channels Meta
types
Scene
classes
Scene
class
balance
Scene
class
list
Event
classes
Event
list
Event
instance
count
Event
instance
per class
Event
class
balance
Event
annotation
type
Event
annotation
source
Event
ann.
overlapping
instances
Event
ann.
labelled
Event
ann.
validated
Event
ann.
strong
Event
labeling /
hierarchical
Event
labeling /
ontology
Condition
classes
Condition
list
Condition
instance
count
Condition
instance
per class
Condition
class
balance
Condition
annotation
type
Condition
annotation
source
Condition
ann.
overlapping
instances
Condition
ann.
labelled
Condition
ann.
validated
Condition
ann.
strong
Condition
labeling /
hierarchical
Condition
labeling /
ontology
Data
split
Split
sets
Split
folds
Baseline Baseline
cite
Evaluation campaigns Comments


Anomalous sounds

This data list pulls together various type of datasets containing anomalous sounds. These datasets are suitable for research focusing on anomalous sound detection (ASD) where the task is to identify whether the sound emitted from a target device/machine is normal or anomalous.