wenwanchen / apsrr-2016

Audio Processing Seminar 2016: Reproducible Research

Reproducible Audio Research Seminar 2016

This repository presents the results of the 2016 reproducible research seminar held at International Audio Laboratories Erlangen.

The objective of this course is to understand and verify published computational results in audio research. Students presented and discussed their results of reproducing a chosen paper. Students were asked to judge on the papers reproducibility score between 1 and 6:

Score
⭐️	Cannot be reproduced.
⭐️⭐️	Cannot seem to be reproduced.
⭐️⭐️⭐️	Could be reproduced, requiring extreme effort.
⭐️⭐️⭐️⭐️	Can be reproduced, requiring considerable effort.
⭐️⭐️⭐️⭐️⭐️	Can be easily reproduced with at most 15 minutes of user effort, requiring some proprietary source packages.
🌟	Can be easily reproduced with at most 15 min of user effort, requiring only standard, freely available tools

Note: The reproducibility reports were prepared by the students. The reported Reproducibilty Score below, therefore are based on the author's own report and do not necessarily reflect the view of the International Audio Laboratories Erlangen.

Seminar Organisation:

• Fabian-Robert Stöter
• Nils Werner
• Christoph Weiss

Paper Selection

Maximum Filter Vibrato Suppression for Onset Detection

• Authors: Sebastian Böck and Gerhard Widmer
• Reproduced by: Ornela Pali, @ornelapp
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️⭐️⭐️⭐️

Tempo Estimation for Music Loops and a Simple Confidence Measure

• Authors: Font, F., & Serra, X.
• Reproduced by: Julian Reck, @reckjn
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️⭐️⭐️⭐️

Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis

• Authors: Po-Sen Huang, Scott Deeann Chen, Paris Smaragdis, Mark Hasegawa-Johnson
• Reproduced by: Robin Ssenyonga, @robin-nyombi
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️⭐️⭐️

Large-Scale Content-Based Matching of Midi and Audio Files

• Authors: Colin Raffel, Daniel P. W. Ellis
• Reproduced by: Michael Bergmann, @bergmann-fau
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️

REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation

• Authors: Zafar Rafii, Bryan Pardo
• Reproduced by: Arjola Hysneli, @Arjola
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️⭐️⭐️

Analyzing Chroma Feature Types for Automated Chord Recognition

• Authors: Nanzhu Jiang, Peter Grosche, Verena Konz, and Meinard Müller
• Reproduced by: Sebastian Rosenzweig, @all4sound
• Original Paper + Code
• Reproducibilty Report
• Reproducibilty Score: ⭐️⭐️⭐️

License