OpenL3: Open-source deep audio and image embeddings
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Updated
Jun 17, 2023 - Jupyter Notebook
OpenL3: Open-source deep audio and image embeddings
A library for soundscape synthesis and augmentation
DCASE2020 Challenge Task 2 baseline system
Audio captioning baseline system for DCASE 2020 challenge.
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Sound event detection with depthwise separable and dilated convolutions.
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"
Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
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)
Code for using with the Clotho dataset
Codes related to acoustic scene classification task for DCASE 2022
Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
Identify a wide variety of bird vocalizations in soundscape recordings
Harmony and Timbre-Oriented MIR Framework
Code for the paper "AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks"
Capstone Project
Implementation of the threshold-independent performance measure F1-EV for semi-supervised anomaly detection.
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