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audio_classification

10 repositories

The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.

Python 471 89 Updated Mar 2, 2025

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Python 6,025 1,215 Updated Mar 28, 2025

Understanding emotions from audio files using neural networks and multiple datasets.

Python 418 138 Updated Jul 1, 2023

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Python 389 80 Updated Jun 16, 2021

Audio feature extraction and classification

Python 223 39 Updated Jul 6, 2023

Classification - Machine Learning This is ‘Classification’ tutorial which is a part of the Machine Learning course offered by Simplilearn. We will learn Classification algorithms, types of classifi…

Python 236 50 Updated May 15, 2024

Machine Learning in NeuroImaging (MALINI) is a MATLAB-based toolbox used for feature extraction and disease classification using resting state functional magnetic resonance imaging (rs-fMRI) data. …

MATLAB 22 11 Updated Jun 27, 2020

ESC-50: Dataset for Environmental Sound Classification

Python 1,533 296 Updated Mar 20, 2024

利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码

Jupyter Notebook 1,409 339 Updated Feb 6, 2023

Code for YouTube series: Deep Learning for Audio Classification

Jupyter Notebook 558 187 Updated Feb 6, 2023