GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
Paper • 2408.08653 • Published • 1
Search is not available for this dataset
text list |
|---|
[
0,
10.6938750992
] |
[
1,
11.881165815
] |
[
2,
12.6289159866
] |
[
3,
13.4621658474
] |
[
4,
14.3950199828
] |
[
5,
15.3437291507
] |
[
6,
16.1758329599
] |
[
7,
17.1107908608
] |
[
8,
17.9419159046
] |
[
9,
18.8064790858
] |
[
10,
19.7398539962
] |
[
11,
20.5879790038
] |
[
12,
21.471707876
] |
[
13,
22.2705620305
] |
[
14,
23.1038949104
] |
[
15,
23.9853948131
] |
[
16,
24.8522080916
] |
[
17,
25.818104124
] |
[
18,
26.6325199828
] |
[
19,
27.5654788894
] |
[
20,
28.397937185
] |
[
21,
29.2303330458
] |
[
22,
30.7117698989
] |
[
23,
32.0952500324
] |
[
24,
32.9273541411
] |
[
25,
33.6933121621
] |
[
26,
34.5920829409
] |
[
27,
35.6578121011
] |
[
28,
36.7249368226
] |
[
29,
37.6890828951
] |
[
30,
38.6387500629
] |
[
31,
39.4883539638
] |
[
32,
40.4713749352
] |
[
33,
41.3521871144
] |
[
34,
42.7681869962
] |
[
35,
43.7664999371
] |
[
36,
44.6666660801
] |
[
37,
45.6478951049
] |
[
38,
46.5483951831
] |
[
39,
47.479395145
] |
[
40,
48.378707855
] |
[
41,
49.2622502117
] |
[
42,
50.1115200305
] |
[
43,
51.3268748779
] |
[
44,
52.3264368932
] |
[
45,
53.3583540572
] |
[
46,
54.2573328894
] |
[
47,
55.2219788436
] |
[
48,
56.0891660954
] |
[
49,
56.969894939
] |
[
50,
57.8207501736
] |
[
51,
58.7030000458
] |
[
52,
59.5841450343
] |
[
53,
60.5185409485
] |
[
54,
61.3662081183
] |
[
55,
62.1825619123
] |
[
56,
62.9987910801
] |
[
57,
63.8974159847
] |
[
58,
64.7809581755
] |
[
59,
65.579165958
] |
[
60,
66.4456659962
] |
[
61,
67.2944789695
] |
[
62,
68.1433950324
] |
[
63,
69.0084160896
] |
[
64,
69.7584579332
] |
[
65,
70.6255618703
] |
[
66,
71.490415897
] |
[
67,
72.2728330381
] |
[
68,
73.1057290515
] |
[
69,
73.9206449599
] |
[
70,
74.7383119828
] |
[
71,
75.6202290801
] |
[
72,
76.4024369027
] |
[
73,
77.2524371659
] |
[
74,
78.1341871335
] |
[
75,
79.0841039523
] |
[
76,
79.9723540305
] |
[
77,
80.7853111564
] |
[
78,
81.6677901011
] |
[
79,
82.5822279313
] |
[
80,
83.4833531163
] |
[
81,
84.6648318875
] |
[
82,
85.5968528569
] |
[
83,
86.5463108493
] |
[
84,
87.4616439599
] |
[
85,
88.677477815
] |
[
86,
89.6765191602
] |
[
87,
90.5755189065
] |
[
88,
91.4423938569
] |
[
89,
92.5243320248
] |
[
90,
93.6549568932
] |
[
91,
94.5057899905
] |
[
92,
95.4551438264
] |
[
93,
96.3711229542
] |
[
94,
97.3193111011
] |
[
95,
98.2022899104
] |
[
96,
99.1182900553
] |
[
97,
100.550103
] |
[
98,
101.4321230229
] |
[
99,
102.332519
] |
End of preview. Expand in Data Studio
GAPS Dataset (Guitar-Aligned Performance Scores)
300 solo guitar performances with accurately aligned MIDI and musicxml scores.
Update: version 1.1
- audio now included
- fixed scorehash case sensitive clashes (thanks Daniel Wägner for pointing this out)
Abstract
We introduce GAPS (Guitar-Aligned Performance Scores), a new dataset of classical guitar performances, and a benchmark guitar transcription model that achieves state-of-the-art performance on GuitarSet in both supervised and zero-shot settings. GAPS is the largest dataset of real guitar audio, containing 14 hours of freely available audio-score aligned pairs, recorded in diverse conditions by over 200 performers, together with high-resolution note-level MIDI alignments and performance videos. These enable us to train a state-of-the-art model for automatic transcription of solo guitar recordings which can generalise well to real world audio that is unseen during training.
- Downloads last month
- 26