https://github.com/faroit/reproducible-audio-research
List of Reproducible Audio Research Papers
https://github.com/faroit/reproducible-audio-research
audio curated-list reproducible-research reproducible-science
Last synced: 7 months ago
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List of Reproducible Audio Research Papers
- Host: GitHub
- URL: https://github.com/faroit/reproducible-audio-research
- Owner: faroit
- Created: 2016-08-12T10:47:38.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2018-03-01T12:28:54.000Z (over 7 years ago)
- Last Synced: 2025-01-28T02:32:42.128Z (9 months ago)
- Topics: audio, curated-list, reproducible-research, reproducible-science
- Homepage:
- Size: 6.54 MB
- Stars: 73
- Watchers: 12
- Forks: 11
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Open List of Reproducible Papers in Audio Research
## List of Papers
| Title | Field | Programming Language |
|-------|-------|----------------------|
| [Maximum Filter Vibrato Suppression for Onset Detection](papers/boeck13.md) | MIR | Python |
| [Tempo Estimation for Music Loops and a Simple Confidence Measure](papers/font16.md) | MIR | Python |
| [Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis](papers/huang12.md) | Source Separation | Matlab/Python |
| [Large-Scale Content-Based Matching of Midi and Audio Files](papers/raffel15.md) | MIR | Python |
| [REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation](papers/rafii13.md) | Source Separation | Matlab/Python |
| [Melody Extraction from Polyphonic Music Signals: Approaches, Applications and Challenges](papers/salamon13.md) | MIR | Binary Application |
| [Analyzing Chroma Feature Types for Automated Chord Recognition](papers/jiang11.md) | MIR | Matlab |
| [On Evaluation Validity in Music Autotagging](papers/gouyon14.md) | MIR | Matlab |
| [Feature Learning for Chord Recognition: The Deep Chroma Extractor](papers/korzeniowski16.md) | MIR | Python |
| [Vid2Speech: Speech Reconstruction from Silent Video](papers/ephrat17.md) | Deep Learning | Python |
| [Vibrato NTF: source separation by NMF plus frequency modulation cues](papers/creager16.md) | Source Separation | Python |
| [Effect of Transducer Positioning in Active Noise Control](papers/ancram18.md) | Active Noise Control | Python |
## Further Resources
### Classes at universities
- Dan Ellis, Brian McFee: [REPRODUCING COMPUTATIONAL RESULTS](http://www.ee.columbia.edu/~dpwe/e6891/)
### Papers about reproducible research
- [Reproducible Research in Signal Processing - What, why, and how](https://infoscience.epfl.ch/record/136640)
### Online Resources, databases for reproducible work
- http://www.gitxiv.com
- http://rr.epfl.ch
- http://soundsoftware.ac.uk/rr-prize
### License
[](http://creativecommons.org/licenses/by-nc/4.0/)