Music Puzzle Games
TensorFlow implementation of Generating Music Medleys via Playing Music Puzzle Games
- Similarity Embedding Network (SEN) trained on downbeat-informed data
Please cite this paper if this code/work is helpful:
@inproceedings{huang2018generating,
title={Generating music medleys via playing music puzzle games},
author={Huang, Yu-Siang and Chou, Szu-Yu and Yang, Yi-Hsuan},
booktitle={AAAI},
pages={2281--2288},
year={2018}
}
Environment
- Python 3.6
- TensorFlow 1.2.0
- NumPy 1.14.3
- LibROSA 0.6.2
- Pydub 0.22.1
There are already three sample audio clips in the data folder. You can directly run the code.
$ git clone https://github.com/remyhuang/music-puzzle-games.git
$ cd music-puzzle-games
$ python main.py
Use
Replace the sample audio files (mp3 format) in the data for your own purpose.
(Noted: Due to using the brute-force method to find the best permutation, the total number of audio files should not exceed 11.)
Output
Three default output files:
- best_permutation.txt: the best permutation calculated by pairwise similarities
- output.csv: pairwise similarities
- output.mp3: concatenated audio file of the best permutation
Contact
Please feel free to contact Yu-Siang Huang if you have any questions.