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GitHub topics: acoustic-scene-classification

Gl0dny/hexapod

This project develops an autonomous hexapod robot using auditory scene analysis for navigation. It integrates sound source localization (DOA) and beamforming via ODAS with a circular microphone array for precise spatial detection. A machine learning-based Keyword Spotting (KWS) module enables voice command recognition for human-robot interaction.

Language: Python - Size: 9.6 MB - Last synced at: about 6 hours ago - Pushed at: about 7 hours ago - Stars: 2 - Forks: 0

genilsonadm1/Detection-of-sound

It is allowed to detect the face by the sound .In order to avoid the negotiation , it provides a secure application

Language: Python - Size: 2.93 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

soham97/awesome-sound_event_detection

Reading list for research topics in Sound AI

Size: 145 KB - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 180 - Forks: 8

yqcai888/easy_dcase_task1

This repository provides an easy way to train your models on the datasets of DCASE task 1.

Language: Python - Size: 2.98 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 18 - Forks: 2

hubtru/ASCDomain

Data loader and solution method for the DCASE 2024 Challenge Task1

Language: Python - Size: 1.01 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Jungjee/DcaseNet

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.

Language: Python - Size: 227 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 7

aaaastark/Acoustic-Communication-Mimicking-Sea

Acoustic Communication Underwater Mimicking Sea Classification by Multiscale Deep Features Aggregation and Low Complexity, and Data Augmentation.

Size: 11.6 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

soham97/sound_ai_progress

Tracking states of the arts and recent results (bibliography) on sound tasks.

Size: 51.8 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 1

HumBug-Mosquito/MozzBNN

A BCNN prediction pipeline to discover mosquito sounds from audio.

Language: Jupyter Notebook - Size: 215 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 1

abikaki/DCASE-Workshop-Papers

Workshop on Detection and Classification of Acoustic Scenes and Events

Size: 5.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

y-kawagu/dcase2021_task2_baseline_mobile_net_v2

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Language: Python - Size: 49.8 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 8

dr-costas/undaw

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

Language: Python - Size: 41 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 6

y-kawagu/dcase2020_task2_baseline

DCASE2020 Challenge Task 2 baseline system

Language: Python - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 46

lukez42/adl-cw

Acoustic Scene Classification with Convolutional Neural Network (CNN)

Language: Jupyter Notebook - Size: 473 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

y-kawagu/dcase2021_task2_baseline_ae

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 26 - Forks: 9

dangpzanco/dcase-task1

Acoustic Scene Classification System (DCASE2018 Task 1)

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 3

Rion-Dev/DCASE2022-Task1-Rion

This is a repository intended the RION submission for DCASE2022 Task1.

Language: Jupyter Notebook - Size: 4.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

OptimusPrimus/dcase2020_task2

DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring

Language: Python - Size: 6.45 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 41 - Forks: 16

JNaranjo-Alcazar/acoustic_scene_dcase2022

Codes related to acoustic scene classification task for DCASE 2022

Language: Python - Size: 57.5 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

MihawkHu/ASC_Knowledge_Transfer

Keras-Tensorflow implementation of various knowledge transfer / distillation algorithms, on acoustic scene classification (ASC) task.

Language: Python - Size: 34.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

shayangharib/AUDASC

Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 32 - Forks: 9

richouzo/dcase-2020-task1-subtaskB Fork of brain-bzh/dcase-2020-task1-subtaskB

IMT Atlantique - BRAIn submission for DCASE 2020 Challenge task 1, subtask B

Language: Python - Size: 522 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
acoustic-scene-classification 22 deep-learning 9 machine-learning 8 dcase 7 audio 5 audio-processing 5 machine-listening 5 sound 4 audio-signal-processing 4 anomaly-detection 4 audio-captioning 3 unsupervised-learning 3 sound-event-detection 3 signal-processing 3 fault-detection 3 audio-classification 3 domain-adaptation 3 dcase2021 2 data-augmentation 2 representation-learning 2 unsupervised-domain-adaptation 2 audio-retrieval 2 pytorch 2 audio-generation 2 dcase-challenge 2 acoustic-scenes 2 sound-event-localization-detection 2 sound-event-localization 2 transfer-learning 2 autoencoder 2 dcase2020 2 cnn 2 adversarial-domain-adaptation 1 seld 1 noise 1 auditory-scene-classification 1 deep-neural-networks 1 foley-sound-synthesis 1 pruning 1 bioacoustic-event-detection 1 quantization 1 acoustic-event-detection 1 bayesian-neural-networks 1 waveform 1 acoustic-model 1 acoustic-features 1 music-classification 1 underwater-acoustics 1 sound-classification 1 tensorflow 1 workshop-materials 1 keras-tensorflow 1 keras 1 machine-condition-monitoring 1 dcase2022 1 mel-spectrogram 1 mobilenetv2 1 self-supervised-learning 1 adversarial-training 1 wasserstein-gan 1 optimal-transport 1 wasserstein-distance 1 unsupervised-machine-learning 1 zero-shot-learning 1 interspeech 1 icassp 1 transformer-models 1 tracking 1 semi-supervised-learning 1 ntt 1 few-shot-learning 1 domain-shift 1 beat-detection 1 atst 1 admos 1 sound-source-localization 1 robotics 1 raspberry-pi 1 odas 1 microphone-array 1 keyword-spotting 1 human-machine-interaction 1 hexapod 1 doa 1 computer-audition 1 beamforming 1 sea-water 1 residual-networks 1 python 1 phd-project 1 multiscale-modeling 1 mimicking-sea 1 low-complexity-regions 1 feature-aggregation 1 densenet 1 acoustic 1 audio-tagging 1 neural-networks 1 isotropic-architecture 1 domain-generalization 1