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:

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: ⭐️⭐️⭐️

audiolabs / APSRR-2016