2009:Multiple Fundamental Frequency Estimation & Tracking Results

From MIREX Wiki
Revision as of 17:26, 16 October 2009 by MertBay (talk | contribs) (→‎Friedman's Test for Significant Differences)

Introduction

These are the results for the 2008 running of the Multiple Fundamental Frequency Estimation and Tracking task. For background information about this task set please refer to the Multiple Fundamental Frequency Estimation & Tracking page.


General Legend

Team ID

BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR1 = Chunghsin Yeh, Axel Roebel
YR2 = Chunghsin Yeh, Axel Roebel

Task 1: Multiple Fundamental Frequency Estimation (MF0E)

MF0E Overall Summary Results

Below are the average scores across 36 test files. These files consisted of 9 groups, each group having 4 files ranging from 2 polyphony to 5 polyphony. 28 real recordings, 8 synthesized from RWC samples.

file /nema-raid/www/mirex/results/mf0/est/summary/task1.overall.csv not found

Detailed Results

file /nema-raid/www/mirex/results/mf0/est/summary/task1.results.csv not found

Detailed Chroma Results

Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)

file /nema-raid/www/mirex/results/mf0/est/summary/task1.chroma.results.csv not found

Individual Results Files for Task 1

BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR1 = Chunghsin Yeh, Axel Roebel
YR2 = Chunghsin Yeh, Axel Roebel
ZL = Xueliang Zhang, Wenju Liu

Info about the filenames

The filenames starting with part* comes from acoustic woodwind recording, the ones starting with RWC are synthesized. The legend about the instruments are:

bs = bassoon, cl = clarinet, fl = flute, hn = horn, ob = oboe, vl = violin, cel = cello, gtr = guitar, sax = saxophone, bass = electric bass guitar

Run Times

file /nema-raid/www/mirex/results/multif0/task1_runtimes.csv not found

TBA

Task 2A:Mixed Set Note Tracking (NT)

NT Mixed Set Overall Summary Results

This subtask is evaluated in two different ways. In the first setup , a returned note is assumed correct if its onset is within +-50ms of a ref note and its F0 is within +- quarter tone of the corresponding reference note, ignoring the returned offset values. In the second setup, on top of the above requirements, a correct returned note is required to have an offset value within 20% of the ref notes duration around the ref note`s offset, or within 50ms whichever is larger.

A total of 30 files were used in this task: 16 real recordings, 8 synthesized from RWC samples, and 6 piano. The results below are the average of these 30 files.

file /nema-raid/www/mirex/results/mf0/nt/summary/task2.overall.results.csv not found

Detailed Results

file /nema-raid/www/mirex/results/mf0/nt/summary/task2.results.csv not found

Detailed Chroma Results

Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)

file /nema-raid/www/mirex/results/mf0/nt/summary/task2.chroma.results.csv not found

Results Based on Onset Only

file /nema-raid/www/mirex/results/mf0/nt/summary/task2.onsetOnly.results.csv not found

Chroma Results Based on Onset Only

file /nema-raid/www/mirex/results/mf0/nt/summary/task2.onsetOnly.chroma.results.csv not found

Task 2B:Piano-Only Note Tracking (NT)

NT Piano-Only Overall Summary Results

This subtask is evaluated in two different ways. In the first setup , a returned note is assumed correct if its onset is within +-50ms of a ref note and its F0 is within +- quarter tone of the corresponding reference note, ignoring the returned offset values. In the second setup, on top of the above requirements, a correct returned note is required to have an offset value within 20% of the ref notes duration around the ref note`s offset, or within 50ms whichever is larger.

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/task2_piano.overall.results.csv not found

Detailed Results

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/task2_piano.results.csv not found

Detailed Chroma Results

Here, accuracy is assessed on chroma results (i.e. all F0's are mapped to a single octave before evaluating)

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/task2_piano.chroma.results.csv not found

Results Based on Onset Only

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/task2_piano.onsetOnly.results.csv not found

Chroma Results Based on Onset Only

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/task2_piano.onsetOnly.chroma.results.csv not found


Individual Results Files for Task 2

BVB = Nancy Bertin, Emmanuel Vincent, Roland Badeau
DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo
DHP2 = Zhiyao Duan, Jinyu Han,Bryan Pardo
NEOS1 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NEOS2 = Masahiro Nakano, Koji Egashira, Nobutaka Ono, Shigeki Sagayama
NPA1 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
NPA2 = Paolo Nesi, Gianni Pantaleo, Fabrizio Argenti
RS1 = S. A. Racz├╜nski, S. Sagayma
RS2 = S. A. Racz├╜nski, S. Sagayma
RS3 = S. A. Racz├╜nski, S. Sagayma
RS4 = S. A. Racz├╜nski, S. Sagayma
RS5 = S. A. Racz├╜nski, S. Sagayma
RS6 = S. A. Racz├╜nski, S. Sagayma
YR = Chunghsin Yeh, Axel Roebel

Info About Filenames

The filenames starting with part* comes from acoustic woodwind recording, the ones starting with RWC are synthesized. The piano files are: RA_C030_align.wav, bach_847TESTp.wav, beet_pathetique_3TESTp.wav, mz_333_1TESTp.wav, scn_4TESTp.wav.note, ty_januarTESTp.wav.note

Run Times

file /nema-raid/www/mirex/results/multif0/task2_runtimes.csv not found TBA

Friedman's Test for Significant Differences

Task 1: Multiple Fundamental Frequency Estimation (MF0E)

The Friedman test was run in MATLAB to test significant differences amongst systems with regard to the performance (accuracy) on individual files.

Tukey-Kramer HSD Multi-Comparison

file /nema-raid/www/mirex/results/mf0/est/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask1.friedman.Friedman_TukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/mf0/est/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask1.friedman.Friedman_Mean_Ranks.png

Task 2

The Friedman test was run in MATLAB to test significant differences amongst systems with regard to the F-measure on individual files.

Tukey-Kramer HSD Multi-Comparison

file /nema-raid/www/mirex/results/mf0/nt/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask2.friedman.Friedman_TukeyKramerHSD.csv not found

https://music-ir.org/mirex/2009/results/mf0/nt/summary/Accuracy_Per_Song_Friedman_Mean_Rankstask2.friedman.Friedman_Mean_Ranks.png

File:Multif0.task2.friedman.png

Instrument Tracking (IT)

Retrieved from "https://music-ir.org/mirex/w/index.php?title=2009:Multiple_Fundamental_Frequency_Estimation_%26_Tracking_Results&oldid=5260"