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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 448 88 Updated Nov 19, 2024

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

Python 5,964 1,203 Updated Mar 31, 2024

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

Python 416 135 Updated Jul 1, 2023

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Python 384 80 Updated Jun 16, 2021

Audio feature extraction and classification

Python 221 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 223 49 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 1,459 291 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 1,393 339 Updated Feb 6, 2023

Code for YouTube series: Deep Learning for Audio Classification

Jupyter Notebook 554 187 Updated Feb 6, 2023