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dcase
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A collection of utilities for Detection and Classification of Acoustic Scenes and Events
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Jun 18, 2024 - Python
DCASE2020 Challenge Task 2 baseline system
audio machine-learning deep-learning signal-processing sound autoencoder unsupervised-learning audio-classification audio-signal-processing anomaly-detection dcase fault-detection machine-listening acoustic-scene-classification dcase2020
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Dec 27, 2022 - Python
Task 4 Large-scale weakly supervised sound event detection for smart cars
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Dec 20, 2021 - Python
DCASE 2016 Baseline system, python implementation
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Jul 20, 2017 - Python
ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples
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May 15, 2019 - Jupyter Notebook
Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, and sound event detection. Implemented using PyTorch.
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Nov 10, 2021 - Python
The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data
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Dec 30, 2017 - Jupyter Notebook
Audio captioning baseline system for DCASE 2020 challenge.
machine-learning deep-neural-networks deep-learning signal-processing audio-signal-processing captioning dcase machine-listening audio-captioning dcase2020
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Aug 22, 2023 - Python
1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging
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Mar 19, 2021 - Python
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
audio machine-learning deep-learning signal-processing sound autoencoder unsupervised-learning audio-classification audio-signal-processing anomaly-detection dcase fault-detection machine-listening acoustic-scene-classification dcase2021
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Jun 9, 2021 - Python
[AAAI 2023 (Oral)] CrissCross: Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity
representation-learning action-recognition audioset dcase ucf101 hmdb51 sound-classification self-supervised-learning kinetics-datasets kinetics400 esc50
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Jul 11, 2023 - Python
Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"
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May 13, 2024 - Python
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
audio machine-learning deep-learning signal-processing sound audio-classification audio-signal-processing anomaly-detection dcase fault-detection machine-listening mobilenetv2 self-supervised-learning acoustic-scene-classification dcase2021
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Jun 9, 2021 - Python
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Jan 10, 2017 - MATLAB
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