AudioMNIST
Audio classifier
This project provides an implementation of a deep learning framework to classify audio signals and offers insights into the model's decision-making process using Explainable Artificial Intelligence (AI) techniques.
351 stars
6 watching
72 forks
Language: Python
last commit: 12 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 drscotthawley/audio-classifier-keras-cnn | An audio classification system using a convolutional neural network to classify audio data | 160 |
 ibm/max-audio-classifier | Identifies sounds in short audio clips using machine learning and PCA transformation | 154 |
 yongxuustc/dcase2017_task4_cvssp | A system for audio classification and detection using machine learning models | 4 |
 mlachmish/musicgenreclassification | Classify music genre from a 10-second sound stream using a neural network. | 565 |
 kristijanbartol/deep-music-tagger | Classifies music genres based on audio features using a deep learning model | 68 |
 keunwoochoi/auralisation | Reconstructs audio features learned by convolutional neural networks into audible sounds | 42 |
 bytedance/salmonn | A large language model enabling speech, audio event perception and music inputs to achieve multilingual capabilities | 1,091 |
 soroushmehr/samplernn_iclr2017 | An unconditional end-to-end neural audio generation model utilizing a recurrent neural network architecture. | 537 |
 ynop/audiomate | A Python library for handling audio datasets, providing tools for accessing, manipulating, and preparing data for machine learning tasks. | 133 |
 cpjku/madmom | A Python audio signal processing library used in music information retrieval tasks. | 1,366 |
 despoisj/deepaudioclassification | Automatically categorizes music genres using deep learning algorithms | 1,099 |
 iver56/audiomentations | Library for audio data augmentation used in machine learning | 1,903 |
| keunwoochoi/icassp_2017 | A repository containing code and pre-trained models for music classification using Convolutional Recurrent Neural Networks. | 12 |
 sergioburdisso/pyss3 | A Python package implementing an interpretable machine learning model for text classification with visualization tools | 336 |
 belangeo/cecilia5 | An audio processing toolbox with a graphical interface and built-in modules for sound effects and synthesis. | 228 |