Convolutional Neural Networks for Music Auto Tagger
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demo
music-auto-tagging
.DS_Store
.gitignore
161109_test_listfile.py
CVFold.npy
README.rst
extract_feature.py
label.txt
label_indices_splitter.py
test_3Darray_standadization.py
test_3Darray_standadization.pyc
test_cnn.py
test_multiprocess_load.py
test_write_csv.py
test_youtube_dl.py
train_music_genre_classifier.py

README.rst

TIM209-project

Data Mining and Business Analytics course work

Description

Convolutional Neural Networks for content-based automatic music tagging using Keras

http://yp-chen.com/images/music-auto-tagger.png

Requirements

  • Keras
  • LibROSA
  • Django

Basic Usage

$ python ./demo/mysite/manage.py runserver

References

[1]Keunwoo Choi, George Fazekas and Mark Sandler, Automatic Tagging using Deep Convolutional Neural Networks, 17th International Society for Music Information Retrieval Conference, New York, USA, 2016.