machine-listening

There are 1 repository under machine-listening topic.

marl / openl3
OpenL3: Open-source deep audio and image embeddings
audio embedding embedding-models deep-learning machine-listening image-embeddings image
Language:Jupyter Notebook 417
justinsalamon / scaper
A library for soundscape synthesis and augmentation
soundscape synthesis audio soundscape-synthesis sox machine-listening data-augmentation audio-processing machine-learning
Language:Python 344
y-kawagu / dcase2020_task2_baseline
DCASE2020 Challenge Task 2 baseline system
audio-signal-processing anomaly-detection acoustic-scene-classification machine-learning unsupervised-learning dcase2020 dcase signal-processing machine-listening fault-detection sound deep-learning audio-classification autoencoder audio
Language:Python 98
dr-costas / dnd-sed
Sound event detection with depthwise separable and dilated convolutions.
sound-event-detection depthwise-separable-convolutions dilated-convolution depthwiseseparableconvolution dilated-cnn audio-signal-processing machine-listening deep-learning deep-neural-networks machine-learning
Language:Python 51
audio-captioning / dcase-2020-baseline
Audio captioning baseline system for DCASE 2020 challenge.
audio-captioning audio-signal-processing captioning deep-learning deep-neural-networks machine-listening machine-learning signal-processing dcase2020 dcase
Language:Python 36
y-kawagu / dcase2021_task2_baseline_ae
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
Language:Python 28
y-kawagu / dcase2021_task2_baseline_mobile_net_v2
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
audio machine-learning deep-learning signal-processing sound mobilenetv2 self-supervised-learning audio-classification audio-signal-processing anomaly-detection dcase fault-detection machine-listening acoustic-scene-classification dcase2021
Language:Python 21
dr-costas / undaw
Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance
domain-adaptation wasserstein-distance wasserstein-gan acoustic-scene-classification unsupervised-learning unsupervised-machine-learning unsupervised-domain-adaptation optimal-transport audio-signal-processing adversarial-training pytorch machine-listening deep-learning machine-learning
Language:Python 13
wilkinghoff / 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)
anomaly-detection domain-generalization dcase2023 machine-listening
Language:Python 12
wilkinghoff / ssl4asd
Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"
anomaly-detection dcase machine-condition-monitoring machine-listening self-supervised-learning
Language:Python 11
wilkinghoff / icassp2023
Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
anomaly-detection domain-generalization anomalous-sound-detection machine-listening
Language:Python 7
Capstone_AcousticEnvironment-DeepNeuralNet
curlsloth / Capstone_AcousticEnvironment-DeepNeuralNet
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.
signal-processing soundscape audio deep-learning keras-tensorflow machine-listening machine-perception transfer-learning-with-cnn youtube neural-network python cnn deep-neural-networks time-series
Language:Jupyter Notebook 5
Machine-Listeners-Valencia / DCASE2021-Task1
Codes related to DCASE2021 Task 1 - Acoustic Scene Classification
machine-listening acoustic-scene-classification squeeze-excitation dcase dcase2021 mismatch-devices
Language:Python 4
abvnithish / self_supervised_machine_listening
Capstone Project
deep-learning deep-neural-networks deeplearning self-supervised-learning machine-learning data-science fma-dataset neural-networks convolutional-neural-networks machine-listening musical-instruments-recognition musical-instruments-classification
Language:Jupyter Notebook 3
dr-costas / clotho-baseline-dataset
Code for using with the Clotho dataset
audio-captioning dataset zenodo audio machine-listening
Language:Python 3
JNaranjo-Alcazar / acoustic_scene_dcase2022
Codes related to acoustic scene classification task for DCASE 2022
acoustic-scene-classification machine-listening dcase-challenge
Language:Python 3
wilkinghoff / few-shot-open-set-eusipco2023
Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.
few-shot-learning machine-listening open-set-classification
Language:Python 2
wilkinghoff / f1-ev
Implementation of the threshold-independent performance measure F1-EV for semi-supervised anomaly detection.
anomaly-detection dcase machine-listening performance-measures
Language:Python 1
hughshuwang / Euterpe
Harmony and Timbre-Oriented MIR Framework
music-information-retrieval machine-listening
Language:Python 0
n1ghtf4l1 / melodious-matilda
Identify a wide variety of bird vocalizations in soundscape recordings
kaggle-dataset machine-learning machine-listening birdcall-identification flax jax gpu-acceleration pytorch tensorflow vgg19
Language:Jupyter Notebook