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  • ...e bottom of this page to force folks to thoroughly read through this MIREX 2006 instruction set. # Go read Andreas Ehmann's [[2006:Best Coding Practices for MIREX]].
    3 KB (483 words) - 13:05, 13 May 2010

Page text matches

  • ==Welcome to MIREX 2021== ...bana-Champaign ([https://illinois.edu UIUC]) is the principal organizer of MIREX 2021.
    7 KB (1,112 words) - 13:16, 12 November 2021
  • ==Welcome to MIREX 2017== ...a-Champaign ([http://www.illinois.edu UIUC]) is the principal organizer of MIREX 2017.
    9 KB (1,363 words) - 12:20, 7 May 2018
  • ==MIREX 2010 Deadline Dates== # All remaining MIREX 2010 tasks.
    9 KB (1,296 words) - 05:32, 6 June 2011
  • ...EX 2008 and MIREX 2009. However, there was no genre classification task in 2006. .... This year, however, we are asking that all discussions take place on the MIREX [https://mail.lis.illinois.edu/mailman/listinfo/evalfest "EvalFest" list].
    13 KB (2,010 words) - 22:47, 3 June 2010
  • ...the details of 2006 proposal on the [[2006:Score_Following_Proposal|MIREX 2006 Wiki]]
    5 KB (705 words) - 23:27, 19 December 2011
  • Two datasets are used in this task, the MIREX 2006 US Pop Music Cover Song dataset Audio Cover Song dataset the [http://www.ma .... This year, however, we are asking that all discussions take place on the MIREX [https://mail.lis.illinois.edu/mailman/listinfo/evalfest "EvalFest" list].
    10 KB (1,542 words) - 04:12, 5 June 2010
  • Two datasets are used in this task, the MIREX 2006 Audio Cover Song Identification has been run in the following iterations of MIREX
    2 KB (248 words) - 16:12, 4 June 2010
  • ...by Paul Brossier and Pierre Leveau . It has subsequently been run in 2005, 2006, 2007, 2009. The dataset will be the same as in 2005/2006/2007/2009 unless new or updated datasets are made available. The current da
    9 KB (1,361 words) - 04:20, 5 June 2010
  • Systems are supposed to print out the onset-offset times as opposed to MIREX 2008 chord output format where only onset were used. ...chord detection.''' Proceedings of International Computer Music Conference 2006.
    12 KB (1,995 words) - 01:37, 15 December 2011
  • =MIREX 2006 RESULTS= ...The abstracts are also available [https://www.music-ir.org/mirex/abstracts/2006/MIREX2006Abstracts.pdf here].
    7 KB (1,024 words) - 01:07, 15 December 2011
  • ...set. For background information about this task set please refer to the [[2006:Audio Beat Tracking]] page. ...been updated as of 17 July 2007, and differ from those presented at ISMIR 2006.
    2 KB (296 words) - 23:46, 19 December 2011
  • Results are on [[2006:Audio Cover Song Identification Results]] page. ...the [[2006:Audio Music Similarity and Retrieval]] so please refer to the [[2006:Audio Music Similarity and Retrieval]] for more details.
    2 KB (298 words) - 13:00, 13 May 2010
  • Results are on [[2006:Audio Melody Extraction Results]] page. The aim of the MIREX audio melody extraction evaluation is to identify the melody pitch contour
    5 KB (733 words) - 13:15, 13 May 2010
  • ...set. For background information about this task set please refer to the [[2006:Audio Melody Extraction]] page. The aim of the MIREX audio melody extraction evaluation is to identify the predominant melody pi
    4 KB (567 words) - 11:49, 26 July 2010
  • Results are on [[2006:Audio Music Similarity and Retrieval Results]] page. ...me, we are attempting a large scale music similarity evaluation as part of MIREX. This evaluation will rely primarily on human judgement to rank the variou
    19 KB (2,848 words) - 13:13, 13 May 2010
  • ...set. For background information about this task set please refer to the [[2006:Audio Music Similarity and Retrieval]] page. '''EP''' = [https://www.music-ir.org/mirex/abstracts/2006/AS_pampalk.pdf Elias Pampalk]<br />
    13 KB (1,928 words) - 20:32, 13 May 2010
  • ...set. For background information about this task set please refer to the [[2006:Audio Onset Detection]] page. '''dixon''' = [https://www.music-ir.org/mirex/abstracts/2006/OD_dixon.pdf Simon Dixon]<br />
    3 KB (391 words) - 00:58, 15 December 2011
  • ...set. For background information about this task set please refer to the [[2006:Audio Tempo Extraction]] page. '''klapuri''' = [https://www.music-ir.org/mirex/abstracts/2006/TE_klapuri.pdf Anssi Klapuri]<br />
    2 KB (280 words) - 20:32, 13 May 2010
  • ...ron 6000 setup for the [[2006:Audio Music Similarity and Retrieval]] and [[2006:Symbolic Melodic Similarity]] tasks. #[[2006:Evalutron6000_Walkthrough_For_Symbolic_Melodic_Similarity]]
    18 KB (2,837 words) - 11:50, 3 June 2010
  • The MIREX 2006 Results are now available for all tasks! ...tps://www.music-ir.org/mirex/results/2006/MIREX2006_poster_final.pdf MIREX 2006 Results Poster (PDF)]]
    1,013 bytes (113 words) - 13:05, 7 March 2019
  • ...e bottom of this page to force folks to thoroughly read through this MIREX 2006 instruction set. # Go read Andreas Ehmann's [[2006:Best Coding Practices for MIREX]].
    3 KB (483 words) - 13:05, 13 May 2010
  • Results are on [[2006:QBSH:_Query-by-Singing/Humming Results | QBSH: Query-by-Singing/Humming ]] ...umming task comprises a new set of two closely related sub-tasks for MIREX 2006. The goal of the QBSH task is the evaluation of MIR systems that take as qu
    2 KB (318 words) - 13:51, 29 July 2010
  • ...subscribers from the https://mail.lis.uiuc.edu/mailman/listinfo/mrx-com01 MIREX 06 "ScoreFollowing06" contest planning archive]. ...submitted algorithms. A skeleton of proposal is already available on the [[2006:Score Following Proposal]] page.
    17 KB (2,654 words) - 13:12, 13 May 2010
  • Results are on [[2006:Score Following Results ]] page. ...subscribers from the [https://mail.lis.uiuc.edu/mailman/private/mrx-com01/ MIREX 06 "ScoreFollowing06" contest planning list archives].
    8 KB (1,171 words) - 13:05, 13 May 2010
  • ...set. For background information about this task set please refer to the [[2006:Score Following]] page. '''cont''' = [https://www.music-ir.org/mirex/abstracts/2006/SF_cont.pdf Arshia Cont and Diemo Schwarz]<br />
    1 KB (156 words) - 20:33, 13 May 2010
  • Results are on [[2006:Symbolic Melodic Similarity Results]] page. ...subscribers from the [https://mail.lis.uiuc.edu/mailman/private/mrx-com02/ MIREX 06 Symbolic Melodic Similarity contest planning list archives].
    9 KB (1,472 words) - 13:06, 13 May 2010
  • ...subscribers from the [https://mail.lis.uiuc.edu/mailman/private/mrx-com00/ MIREX 06 "AudioSim06" contest planning list archives]. * Magnatune? (MIREX'04 and MIREX'05)
    2 KB (226 words) - 13:11, 13 May 2010
  • ...R 2004 and MIREX 2005. However, there was no artist identification task in 2006. Related MIREX 2007 task proposals:
    8 KB (1,172 words) - 16:57, 13 May 2010
  • ...elatively low number of potential particpants this task is unlikely to run MIREX 2007. ...tist ISMIR 2004]. However, there was no artist similarity task in 2005 and 2006.
    1 KB (171 words) - 16:57, 13 May 2010
  • The Audio Cover Song task was a new task for MIREX 2006. It was closely related to the [[2007:Audio Music Similarity and Retrieval] We could employ the same measures used in [[2006:Audio Cover Song]].
    6 KB (909 words) - 13:17, 13 May 2010
  • ...sification MIREX 2005]. However, there was no genre classification task in 2006. Related MIREX 2007 task proposals:
    13 KB (1,934 words) - 16:57, 13 May 2010
  • ...and Zhang 2006, Pohle, Pampalk, and Widmer 2005, Mandel, Poliner and Ellis 2006, Feng, Zhuang and Pan 2003[[#Related Papers]]). Please note: the MIR commun ...a virtually impossible mission. A contest on music mood classification in MIREX will help build the first ever community available test set and precious gr
    27 KB (4,155 words) - 23:05, 19 December 2011
  • ...similarity and retrieval algorithms have been evaluated at MIREX 2006 ( [[2006:Audio_Music_Similarity_and_Retrieval]] ). Related MIREX 2007 task proposals:
    12 KB (1,800 words) - 16:57, 13 May 2010
  • *Note: There were a few faulty ground truth annotations in the 2005 and 2006 runs of this task. These have been removed for this year's evaluation. Than '''lacoste''' = [https://www.music-ir.org/mirex/abstracts/2007/OD_lacoste.pdf Alexandre Lacoste]<br />
    3 KB (453 words) - 01:17, 15 December 2011
  • =MIREX 2007 Results Posted= Results from the 2007 MIREX evaluation runs are available now at: [[2007:MIREX2007_Results]]!
    6 KB (748 words) - 22:56, 19 December 2011
  • (Lu, Liu and Zhang 2006) adopted Thayer's two dimensional energy-stress mood model which divides mu ...provide mood labels for albums or sound tracks. (Mandel, Poliner and Ellis 2006) used mood labels on AMG that included 50 or more songs, which results in 1
    4 KB (580 words) - 13:21, 13 May 2010
  • ...ttps://www.music-ir.org/mirex2006/index.php/Score_Following_Proposal MIREX 2006 Wiki]
    2 KB (327 words) - 23:02, 19 December 2011
  • ...subscribers from the [https://mail.lis.uiuc.edu/mailman/private/mrx-com02/ MIREX 07 Symbolic Melodic Similarity contest planning list archives]. You can <sp ...ic Melodic Similarity|2005]] and [[2006:Symbolic Melodic Similarity|2006]] MIREX editions.
    8 KB (1,228 words) - 13:21, 13 May 2010
  • The Audio Cover Song task was a new task for MIREX 2006. It was closely related to the [[2007:Audio Music Similarity and Retrieval] We could employ the same measures used in [[2006:Audio Cover Song]].
    5 KB (708 words) - 23:14, 19 December 2011
  • [this page is for now a pale copy/paste of MIREX06 webpage: [[2006:Audio_Melody_Extraction]] The aim of the MIREX audio melody extraction evaluation is to identify the melody pitch contour
    14 KB (2,441 words) - 14:08, 7 June 2010
  • ...and Zhang 2006, Pohle, Pampalk, and Widmer 2005, Mandel, Poliner and Ellis 2006, Feng, Zhuang and Pan 2003[[#Related Papers]]). Please note: the MIR commun ...a virtually impossible mission. A contest on music mood classification in MIREX will help build the first ever community available test set and precious gr
    24 KB (3,695 words) - 14:08, 7 June 2010
  • =MIREX 2008 Results Posted= Results from the 2008 MIREX evaluation runs are available now at: [[2008:MIREX2008_Results]]!
    4 KB (490 words) - 16:53, 13 May 2010
  • ...ttps://www.music-ir.org/mirex2006/index.php/Score_Following_Proposal MIREX 2006 Wiki] ...ttps://www.music-ir.org/mirex2006/index.php/Score_Following_Proposal MIREX 2006 Wiki]
    5 KB (769 words) - 23:26, 19 December 2011
  • The Audio Cover Song task was a new task for MIREX 2006 and was last run in 2008. It was closely related to the [[2009:Audio Music
    5 KB (761 words) - 23:58, 19 December 2011
  • ==Welcome to MIREX 2009== ...rbana-Champaign ([http://www.uiuc.edu UIUC]) is the principal organizer of MIREX 2009.
    6 KB (923 words) - 16:52, 13 May 2010
  • ...and Zhang 2006, Pohle, Pampalk, and Widmer 2005, Mandel, Poliner and Ellis 2006, Feng, Zhuang and Pan 2003[[#Related Papers]]). Please note: the MIR commun ...a virtually impossible mission. A contest on music mood classification in MIREX will help build the first ever community available test set and precious gr
    25 KB (3,811 words) - 23:32, 19 December 2011
  • ...ttps://www.music-ir.org/mirex2006/index.php/Score_Following_Proposal MIREX 2006 Wiki] ...ttps://www.music-ir.org/mirex2006/index.php/Score_Following_Proposal MIREX 2006 Wiki]
    5 KB (812 words) - 23:26, 19 December 2011
  • * [[2006:QBSH:_Query-by-Singing/Humming]] MIREX2006 QBSH Task Proposal * [[2006:QBSH_Discussion_Page]] MIREX2006 QBSH Task Discussion
    6 KB (874 words) - 23:00, 19 December 2011
  • ===MIREX 2006 Audio Onset Detection Results: Dixon - cd 0.15=== <csv>2006/dixon_cd_0.15_all_sorted.csv</csv>
    406 bytes (54 words) - 19:32, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Dixon - nwpd 0.30=== <csv>2006/dixon_nwpd_0.30_all_sorted.csv</csv>
    422 bytes (54 words) - 19:33, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Dixon - rcd 0.40=== <csv>2006/dixon_rcd_0.40_all_sorted.csv</csv>
    414 bytes (54 words) - 19:33, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Dixon - sf 0.35=== <csv>2006/dixon_sf_0.35_all_sorted.csv</csv>
    406 bytes (54 words) - 19:33, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Brossier - complex=== <csv>2006/brossier_complex_all_sorted.csv</csv>
    214 bytes (27 words) - 19:34, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Dixon - wpd 0.65=== <csv>2006/dixon_wpd_0.65_all_sorted.csv</csv>
    206 bytes (27 words) - 19:34, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Brossier - dual=== <csv>2006/brossier_dual_all_sorted.csv</csv>
    202 bytes (27 words) - 19:34, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Du=== <csv>2006/du_all_sorted.csv</csv>
    158 bytes (22 words) - 19:34, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Brossier - hfc=== <csv>2006/brossier_hfc_all_sorted.csv</csv>
    198 bytes (27 words) - 19:34, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Brossier - specdiff=== <csv>2006/brossier_specdiff_all_sorted.csv</csv>
    218 bytes (27 words) - 19:35, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Roebel 1=== <csv>2006/roebel_1_all_sorted.csv</csv>
    178 bytes (21 words) - 19:35, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Roebel 2=== <csv>2006/roebel_2_all_sorted.csv</csv>
    178 bytes (21 words) - 19:35, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Roebel 3=== <csv>2006/roebel_3_all_sorted.csv</csv>
    178 bytes (21 words) - 19:35, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Lacoste=== ===MIREX 2006 Audio Onset Detection Plot: Lacoste===
    173 bytes (21 words) - 19:41, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Lee-Joint-0.2=== ===MIREX 2006 Audio Onset Detection Plot: Lee-Joint-0.2===
    197 bytes (23 words) - 19:41, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Lee-Joint-0.3=== ===MIREX 2006 Audio Onset Detection Plot: Lee-Joint-0.3===
    197 bytes (23 words) - 19:42, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Lee-Joint-0.4=== ===MIREX 2006 Audio Onset Detection Plot: Lee-Joint-0.4===
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  • ===MIREX 2006 Audio Onset Detection Results: Lee-LP=== ===MIREX 2006 Audio Onset Detection Plot: Lee-LP===
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  • ===MIREX 2006 Audio Onset Detection Results: Roebel_1=== ===MIREX 2006 Audio Onset Detection Plot: Roebel_1===
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  • ===MIREX 2006 Audio Onset Detection Results: Roebel_2=== ===MIREX 2006 Audio Onset Detection Plot: Roebel_2===
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  • ===MIREX 2006 Audio Onset Detection Results: Roebel_3=== ===MIREX 2006 Audio Onset Detection Plot: Roebel_3===
    177 bytes (21 words) - 19:43, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Roebel_4=== ===MIREX 2006 Audio Onset Detection Plot: Roebel_4===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-cd=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-cd===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-mkl=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-mkl===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-pd=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-pd===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-pow=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-pow===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-rcd=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-rcd===
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  • ===MIREX 2006 Audio Onset Detection Results: Stowell-som=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-som===
    189 bytes (23 words) - 19:45, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Stowell-wpd=== ===MIREX 2006 Audio Onset Detection Plot: Stowell-wpd===
    189 bytes (23 words) - 19:45, 13 May 2010
  • ===MIREX 2006 Audio Onset Detection Results: Zhou=== ===MIREX 2006 Audio Onset Detection Plot: Zhou===
    161 bytes (21 words) - 19:45, 13 May 2010
  • This year was the first year since MIREX 2006 that we have run the Audio Beat Track (ABT) task. ABT 2009 saw two collecti ...methods for musical audio beat tracking algorithms". [https://music-ir.org/mirex/results/2009/beat/techreport_beateval.pdf ''Technical Report C4DM-TR-09-06'
    5 KB (683 words) - 16:12, 23 July 2010
  • ===Special Update on Candidate Files (3 September 2006)=== ...cription of the Mixed and Karaoke candidates has been updated, 3 September 2006). The length of candidates for the polyphonic task, drawn from the "Mixed"
    16 KB (2,590 words) - 22:34, 13 May 2010
  • ...Music Similarity and Retrieval task has been run in MIREX 2009, 2007, and 2006. ...usic_Similarity_and_Retrieval|Audio Music Similarity and Retrieval task in MIREX 2009]] || [[2009:Audio_Music_Similarity_and_Retrieval_Results|Results]]
    14 KB (2,146 words) - 20:17, 18 June 2010
  • ...arious audio classification tasks that follow this Train/Test process. For MIREX 2010, five classification sub-tasks are included: ...sks were conducted in previous MIREX runs (please see [[#Links to Previous MIREX Runs of These Classification Tasks]]). This page presents the evaluation of
    14 KB (1,932 words) - 11:15, 14 July 2010
  • ...X 2008 and MIREX 2009. However, there was no artist identification task in 2006. Two collections are to be used at MIREX 2010. The collection used at MIREX 2009 will be re-used. Collection statistics:
    8 KB (1,151 words) - 06:23, 24 May 2010
  • ...same method for building the ground truth as in the previous iterations in 2006 and 2007 will be used. This method has the advantage that no ground truth n ...low the [[2006:Best Coding Practices for MIREX | Best Coding Practices for MIREX]]
    5 KB (705 words) - 16:25, 16 December 2010
  • The aim of the MIREX audio melody extraction | https://www.music-ir.org/mirex/wiki/2011:MIREX2011_Results
    2 KB (208 words) - 12:12, 17 January 2012
  • MIREX 2006 Tempo dataset collected by Martin F. McKinney (Philips) and Dirk Moelants ( https://www.music-ir.org/evaluation/MIREX/data/2006/beat/
    9 KB (1,449 words) - 08:41, 7 June 2010
  • ...and Zhang 2006, Pohle, Pampalk, and Widmer 2005, Mandel, Poliner and Ellis 2006, Feng, Zhuang and Pan 2003[[#Related Papers]]). Please note: the MIR commun ...a virtually impossible mission. A contest on music mood classification in MIREX will help build the first ever community available test set and precious gr
    24 KB (3,662 words) - 23:34, 19 December 2011
  • ...first run at MIREX 2008 [[2008:Audio_Tag_Classification]] and as a special MIREX task at 2009 Below is the task description from MIREX 2008.
    26 KB (3,980 words) - 23:36, 19 December 2011
  • ==Welcome to MIREX 2011== ...a-Champaign ([http://www.illinois.edu UIUC]) is the principal organizer of MIREX 2011.
    8 KB (1,099 words) - 14:31, 1 October 2011
  • '''Task 4''' (MIREX 2010: Audio Train/Test: Genre Classification (Latin) - MIREX09 Dataset) '''Task 4''' (MIREX 2010: Audio Train/Test: Genre Classification (Latin) - MIREX09 Dataset)
    10 KB (1,396 words) - 18:14, 26 October 2010
  • Systems are supposed to print out the onset-offset times as opposed to MIREX 2008 chord output format where only onset were used. ...chord detection.''' Proceedings of International Computer Music Conference 2006.
    13 KB (2,035 words) - 01:37, 15 December 2011
  • ...Similarity and Retrieval task has been run in MIREX 2010, 2009, 2007, and 2006. ...usic_Similarity_and_Retrieval|Audio Music Similarity and Retrieval task in MIREX 2010]] || [[2010:Audio_Music_Similarity_and_Retrieval_Results|Results]]
    14 KB (2,155 words) - 08:02, 4 September 2011
  • ...Similarity and Retrieval task has been run in MIREX 2010, 2009, 2007, and 2006. ...usic_Similarity_and_Retrieval|Audio Music Similarity and Retrieval task in MIREX 2010]] || [[2010:Audio_Music_Similarity_and_Retrieval_Results|Results]]
    5 KB (839 words) - 11:09, 25 August 2010
  • Dear MIREX Participant: ...tly if you would post citations to papers (yours or others) that have used MIREX data and/or results. Any acceptable citation format is OK. DOIs or URL to a
    13 KB (1,851 words) - 13:40, 1 June 2011
  • Two datasets are used in this task, the MIREX 2006 US Pop Music Cover Song dataset Audio Cover Song dataset the [http://www.ma .... This year, however, we are asking that all discussions take place on the MIREX [https://mail.lis.illinois.edu/mailman/listinfo/evalfest "EvalFest" list].
    10 KB (1,529 words) - 15:02, 8 July 2011
  • ...arious audio classification tasks that follow this Train/Test process. For MIREX 2011, five classification sub-tasks are included: All five classification tasks were conducted in previous MIREX runs (please see ). This page presents the evaluation of these tasks, inclu
    13 KB (1,875 words) - 15:48, 8 July 2011
  • = Best Coding Practices for MIREX = ...all MIREX submissions, based on experiences from the previous iteration of MIREX. General best practice information is provided below.
    8 KB (1,292 words) - 13:34, 8 July 2011
  • ...by Paul Brossier and Pierre Leveau . It has subsequently been run in 2005, 2006, 2007, 2009. The dataset will be the same as in 2005/2006/2007/2009 unless new or updated datasets are made available. The current da
    9 KB (1,363 words) - 14:11, 8 July 2011
  • .... This year, however, we are asking that all discussions take place on the MIREX [https://mail.lis.illinois.edu/mailman/listinfo/evalfest "EvalFest" list]. ...the details of 2006 proposal on the [[2006:Score_Following_Proposal|MIREX 2006 Wiki]]
    5 KB (724 words) - 14:57, 8 July 2011
  • MIREX 2006 Tempo dataset collected by Martin F. McKinney (Philips) and Dirk Moelants ( https://www.music-ir.org/evaluation/MIREX/data/2006/beat/
    9 KB (1,455 words) - 15:19, 8 July 2011

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