2009:Multiple Fundamental Frequency Estimation & Tracking Results

From MIREX Wiki
Revision as of 12:33, 13 May 2010 by IMIRSELBot (talk | contribs) (Robot: Automated text replacement (-\[\[([A-Z][^:]+)\]\] +2009:\1))

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 2009: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
ZL = Xueliang Zhang, Wenju Liu

Task 1: Multiple Fundamental Frequency Estimation (MF0E)

MF0E Overall Summary Results

Below are the average scores across 40 test files. These files come from 3 different sources: woodwind quintet recording of bassoon, clarinet, horn,flute and oboe (UIUC); Rendered MIDI using RWC database donated by IRCAM and a quartet recording of bassoon, clarinet, violin and sax donated by Dr. Bryan Pardo`s Interactive Audio Lab (IAL). 20 files coming from 5 sections of the woodwind recording where each section has 4 files ranging from 2 polyphony to 5 polyphony. 12 files from IAL, coming from 4 different songs ranging from 2 polyphony to 4 polyphony and 8 files from RWC synthesized midi ranging from 2 different songs ranging from 2 polphony to 5 polyphony.


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 34 files were used in this subtask: 16 from woodwind recording, 8 from IAL quintet recording and 6 piano.

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. 6 piano recordings are evaluated separately for this subtask.

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* come 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. The filenames starting with 01*, 03*, 07*, 09* are coming from the quartet recording.

Run Times

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

Task 3 Instrument Tracking

Same dataset was used as in Task1. The evaluations were performed by first one-to-one matching the detected contours to the ground-truth contours. This is done by selecting the best scoring duo`s of detected and ground-truth contours. If there are extra detected contours that are not matched to any of the ground-truth contours, all the returned F0`s in those contours are added to false positives. If there are extra ground-truth contours that are not matched to any detected contours, all the F0`s in the ground-truth contours are added to false negatives.


MF0It Detailed Results

file /nema-raid/www/mirex/results/mf0/it/summary/task3.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/it/summary/task3.chroma.results.csv not found

Individual Results Files for Task 3

DHP1 = Zhiyao Duan, Jinyu Han,Bryan Pardo

Info About Filenames

The filenames starting with part* come 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. The filenames starting with 01*, 03*, 07*, 09* are coming from the quartet recording.

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/small.Accuracy_Per_Song_Friedman_Mean_Rankstask1.friedman.Friedman_Mean_Ranks.png

Task 2: Note Tracking

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 for Task2A

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/small.Accuracy_Per_Song_Friedman_Mean_Rankstask2.friedman.Friedman_Mean_Ranks.png

Tukey-Kramer HSD Multi-Comparison for Task2B (Piano)

file /nema-raid/www/mirex/results/mf0/nt/summary_piano_subtask/Accuracy_Per_Song_Friedman_Mean_Rankstask2_piano.friedman.Friedman_TukeyKramerHSD.csv not found

https://www.music-ir.org/mirex/2009/results/mf0/nt/summary_piano_subtask/small.Accuracy_Per_Song_Friedman_Mean_Rankstask2_piano.friedman.Friedman_Mean_Ranks.png