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Codesota · Tasks · Sound Event DetectionHome/Tasks/Audio/Sound Event Detection

Sound Event Detection.

Detecting and localizing sound events in audio.

1
Datasets
3
Results
event-f1
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

DESED

Sound event detection dataset covering 10 domestic sound classes. Used as the benchmark for DCASE Challenge Task 4. Primary metric is event-based macro-F1 on the public eval / validation set.

Primary metric: event-f1
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§ 03 · Top 10

Leading models.

Leading models on DESED.

#Modelevent-f1YearSource
ATST-SED58.12026paper ↗
2FDY-CRNN45.12026paper ↗
3Prototypical CRNN (DCASE2021 baseline)40.12026paper ↗

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§ 04 · All datasets

Tracked datasets.

1 dataset tracked for this task.

DESED
CANONICAL
3 results · event-f1
Top: ATST-SED 58.1
§ 05 · Related tasks

Other tasks in Audio.

Audio CaptioningAudio-to-AudioMusic GenerationText-to-AudioVoice Activity Detection
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