OpenL3: Open-source deep audio and image embeddings
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Jun 17, 2023 - Jupyter Notebook
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machine-listening
Here are 23 public repositories matching this topic...
A library for soundscape synthesis and augmentation
audio machine-learning sox synthesis soundscape data-augmentation audio-processing soundscape-synthesis machine-listening
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May 4, 2022 - 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
Sound event detection with depthwise separable and dilated convolutions.
machine-learning deep-neural-networks deep-learning audio-signal-processing sound-event-detection depthwiseseparableconvolution machine-listening depthwise-separable-convolutions dilated-cnn dilated-convolution
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Mar 30, 2020 - Python
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
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
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
Corpus-based concatenative synthesizer in Max for Live
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Dec 3, 2024 - Max
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
machine-learning deep-learning pytorch unsupervised-learning audio-signal-processing optimal-transport unsupervised-machine-learning domain-adaptation wasserstein-gan machine-listening adversarial-training unsupervised-domain-adaptation acoustic-scene-classification wasserstein-distance
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Sep 16, 2020 - Python
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)
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May 22, 2023 - Python
Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
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Jan 17, 2024 - Python
Deep neural network model combining audio signal processing and pre-trained audio CNN achieved 90.1% adjusted accuracy (27.6% improvement) for classifying audio recording environment.
audio python youtube deep-neural-networks deep-learning time-series neural-network signal-processing cnn soundscape machine-perception keras-tensorflow machine-listening transfer-learning-with-cnn
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Mar 25, 2023 - Jupyter Notebook
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
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Aug 12, 2021 - Python
Code for using with the Clotho dataset
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Dec 24, 2019 - Python
Codes related to acoustic scene classification task for DCASE 2022
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Jun 22, 2022 - Python
Capstone Project
data-science machine-learning deep-neural-networks deep-learning neural-networks deeplearning convolutional-neural-networks fma-dataset machine-listening self-supervised-learning musical-instruments-classification musical-instruments-recognition
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Dec 12, 2019 - Jupyter Notebook
Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.
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Nov 20, 2023 - Python
Code for task 2 of the DCASE2024 Challenge
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Jun 24, 2024 - Jupyter Notebook
Code for the paper "AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks"
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Nov 12, 2024 - Python
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