Difference between revisions of "2025:Audio Beat Tracking Results"

From MIREX Wiki
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This page is still WIP
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== Submissions ==
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{| class="wikitable"
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|-
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! Submission
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! Title
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! PDF
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! Authors
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|-
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| style="vertical-align:bottom; background-color:#F8F9FA; color:#222;" | Baseline: CD1
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| style="vertical-align:bottom; background-color:#F8F9FA; color:#222;" | QM Tempo Tracker
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| [https://vamp-plugins.org/plugin-doc/qm-vamp-plugins.html Link]
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|
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|-
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| Baseline: BeatThis
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| Beat This! Accurate Beat Tracking Without DBN Postprocessing
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| [https://github.com/CPJKU/beat_this Link]
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|
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|-
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| KG-ApolloBeats
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| The 2025 KG Music Beats Tracking System
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| TBA
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| DingKun Xiao, Haijun Cai, Chuanyi Chen
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|-
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| BeatU
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| BeatU
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| TBA
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| Jingwei Zhao
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|}
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== Test Sets ==
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* '''GTZAN''': 999 songs from the GTZAN dataset (starting from next year, training on GTZAN will be disallowed)
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* '''SMC''': 217 songs from the SMC collection
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* '''Yamaha_JPOP''': A private dataset annotated by Yamaha Corporation. The dataset contains 200 JPOP songs.
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* '''Yamaha_Balanced''': A private dataset annotated by Yamaha Corporation. The dataset contains 241 songs. While it is still biased towards JPOP songs, the dataset covers a wider range of genres: J.Pop (10.37%), Rock (10.37%), J.Enka (10.37%), J.Kayoukyoku (10.37%), Soundtrack (10.37%), Western Pop (10.37%), Children's Song (10.37%), R&B (6.22%), Hiphop (4.56%), Jazz (2.49%), Dance (2.49%), World (2.07%), Techno (1.24%), Easy listening (1.24%), J.Minyou (1.24%), Others (5.81%).
  
 
== GTZAN ==
 
== GTZAN ==
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| 84.27
 
| 84.27
 
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|- style="vertical-align:bottom;"
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| style="text-align:left;" | KG-ApolloBeats
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| style="text-align:left;" | KG-ApolloBeats*
 
| 92.53
 
| 92.53
 
| 80.66
 
| 80.66
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Entries with [*] are trained on this dataset.
 
== SMC ==
 
== SMC ==
  
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| 47.44
 
| 47.44
 
|- style="vertical-align:bottom;"
 
|- style="vertical-align:bottom;"
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| style="text-align:left;" | KG-ApolloBeats
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| style="text-align:left;" | KG-ApolloBeats*
 
| 74.15
 
| 74.15
 
| 57.07
 
| 57.07
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| 76.22
 
| 76.22
 
|- style="vertical-align:bottom;"
 
|- style="vertical-align:bottom;"
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| style="text-align:left;" | Baseline: BeatThis
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| style="text-align:left;" | Baseline: BeatThis*
 
| 71.81
 
| 71.81
 
| 55.64
 
| 55.64
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| 29.48
 
| 29.48
 
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|}
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Entries with [*] are trained on this dataset.
  
 
== YAMAHA_Balanced ==
 
== YAMAHA_Balanced ==

Revision as of 02:26, 12 September 2025

Submissions

Submission Title PDF Authors
Baseline: CD1 QM Tempo Tracker Link
Baseline: BeatThis Beat This! Accurate Beat Tracking Without DBN Postprocessing Link
KG-ApolloBeats The 2025 KG Music Beats Tracking System TBA DingKun Xiao, Haijun Cai, Chuanyi Chen
BeatU BeatU TBA Jingwei Zhao

Test Sets

  • GTZAN: 999 songs from the GTZAN dataset (starting from next year, training on GTZAN will be disallowed)
  • SMC: 217 songs from the SMC collection
  • Yamaha_JPOP: A private dataset annotated by Yamaha Corporation. The dataset contains 200 JPOP songs.
  • Yamaha_Balanced: A private dataset annotated by Yamaha Corporation. The dataset contains 241 songs. While it is still biased towards JPOP songs, the dataset covers a wider range of genres: J.Pop (10.37%), Rock (10.37%), J.Enka (10.37%), J.Kayoukyoku (10.37%), Soundtrack (10.37%), Western Pop (10.37%), Children's Song (10.37%), R&B (6.22%), Hiphop (4.56%), Jazz (2.49%), Dance (2.49%), World (2.07%), Techno (1.24%), Easy listening (1.24%), J.Minyou (1.24%), Others (5.81%).

GTZAN

Group F1 Cemgil Goto P-score CMLc CMLt AMLc AMLt
BeatU 84.93 68.23 64.06 84.27 71.07 75.26 78.78 84.27
KG-ApolloBeats* 92.53 80.66 79.38 93.55 83.44 88.49 86.86 92.77
Baseline: BeatThis 89.02 80.15 72.27 88.00 76.00 79.64 84.63 90.01
Baseline: CD1 81.19 69.64 62.06 79.97 65.02 66.94 83.08 86.69

Entries with [*] are trained on this dataset.

SMC

Group F1 Cemgil Goto P-score CMLc CMLt AMLc AMLt
BeatU 53.14 40.67 14.75 63.52 27.24 41.16 30.88 47.44
KG-ApolloBeats* 74.15 57.07 32.72 84.51 53.73 72.66 55.96 76.22
Baseline: BeatThis* 71.81 55.64 27.19 82.91 49.78 69.89 51.15 72.30
Baseline: CD1 33.66 26.29 6.91 45.10 9.88 13.12 17.99 29.48

Entries with [*] are trained on this dataset.

YAMAHA_Balanced

Group F1 Cemgil Goto P-score CMLc CMLt AMLc AMLt
BeatU 92.55 82.28 89.12 93.57 83.62 90.15 85.84 93.11
KG-ApolloBeats 91.97 81.29 88.28 92.54 79.91 88.30 82.26 91.79
Baseline: BeatThis 90.59 79.43 81.59 91.42 64.94 84.52 66.87 87.73
Baseline: CD1 76.43 67.85 64.44 74.42 55.13 59.47 71.86 83.63

YAMAHA_JPop

Group F1 Cemgil Goto P-score CMLc CMLt AMLc AMLt
BeatU 96.58 88.94 95.20 96.73 92.32 94.46 94.65 97.05
KG-ApolloBeats 95.39 86.66 93.20 94.63 82.87 90.54 84.72 93.48
Baseline: BeatThis 94.00 84.08 86.80 93.15 69.66 86.64 71.39 89.57
Baseline: CD1 77.38 70.76 64.40 73.55 54.98 58.71 77.28 85.29
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