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dcase
Here are 24 public repositories matching this topic...
A collection of utilities for Detection and Classification of Acoustic Scenes and Events
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Aug 4, 2021 - 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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Aug 25, 2021 - Python
DCASE 2016 Baseline system, python implementation
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Jul 20, 2017 - Python
Task 4 Large-scale weakly supervised sound event detection for smart cars
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May 25, 2021 - Python
ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples
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May 15, 2019 - Jupyter Notebook
The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data
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Dec 30, 2017 - Jupyter Notebook
Domestic environment sound event detection task
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Jun 21, 2021 - 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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Updated
Jun 7, 2021 - Python
1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging
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Mar 19, 2021 - Python
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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Feb 3, 2021 - Python
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Jan 10, 2017 - MATLAB
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
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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Updated
Jun 9, 2021 - Python
Multi-label MFoM framework for DCASE 2016: Task 4
recurrent-neural-networks
convolutional-neural-networks
multilabel-classification
dcase
crnn
dcase2016
maximal-figure-of-merit
mfom
objective-functions
non-decomposable-loss
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Sep 29, 2018 - Python
A bunch of dcase_util (https://dcase-repo.github.io/dcase_util/) tutorials in Python notebooks.
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Apr 25, 2018 - Jupyter Notebook
Acoustic Scene Classification System (DCASE2018 Task 1)
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Mar 11, 2020 - Python
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
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Updated
Aug 12, 2021 - Python
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