Monophonic Pitch Tracking

Monophonic Pitch Tracking includes A Robust Algorithm for Pitch Tracking (RAPT) and Yet Another Algorithm for Pitch Tracking (YAAPT) algorithms source code. Rewrite RAPT for practice in src diretory.

Instruction

1. URL.md contains micellaneous monophonic pitch tracking algorithms resources
2. fxrapt contains source code of RAPT
3. yaapt contains source code of YAAPT
4. resources includes all compressed files for download
5. Evaluation Code includes Audio Melody Extration evaluation code based on Music Information Retrieval Evaluation eXchange (MIREX) metrics
6. src contains my effort to rewrite RAPT

Resources

• RAPT
• YAAPT
• [SAcC] (http://labrosa.ee.columbia.edu/projects/SAcC/)
• [YIN] (https://github.com/JorenSix/TarsosDSP/blob/master/src/core/be/tarsos/dsp/pitch/Yin.java)
• mir-1k dataset
• Peak detection using parabolic interpolation

Contributing

1. Fork
2. Create your feature branch: git checkout -b my-new-feature
3. Commit your changes: git commit -am 'Add some feature'
4. Push to the branch: git push origin my-new-feature
5. Submit a pull request

Source

A spectral/temporal method for robust fundamental frequency tracking
Stephen A. Zahorian, Hongbing Hu
The Journal of the Acoustical Society of America, 123, 4559-4571

A Robust Algorithm For Pitch Tracking
D. Talkin
Speech Coding and Synthesis, pp-495-518, 1995

Credits

Enmao Diao