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dcase-few-shot-bioacoustic

dcase2019

Submissions for task 1 of the Detection and Classification of Acoustic Scenes and Events Challenge 2019 (http://dcase.community/challenge2019/task-acoustic-scene-classification)

dcase2022

Submission for task 2 "Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques" of the DCASE challenge 2022 (https://dcase.community/challenge2022/task-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring).

dcase2023_task2

Submission for task 2 "First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring" of the DCASE challenge 2023 (https://dcase.community/challenge2023/task-first-shot-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring)

f1-ev

Implementation of the threshold-independent performance measure F1-EV for semi-supervised anomaly detection.

few-shot-open-set-eusipco2023

Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.

icassp2023

Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.

kws-dailytalk

Official repository of TACos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping

mce2018

An implementation of an open-set speaker recognition system for the 1st Multi-target speaker detection and identification Challenge Evaluation (MCE 2018)

ssl4asd

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

sub-cluster-adacos

Accompanying code for the paper Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection.