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  1. README.md +20 -0
  2. full/config.json +143 -0
  3. full/pytorch_model.bin +3 -0
  4. note/config.json +143 -0
  5. note/pytorch_model.bin +3 -0
  6. note_pedal/config.json +143 -0
  7. note_pedal/pytorch_model.bin +3 -0
  8. note_velocity/config.json +143 -0
  9. note_velocity/pytorch_model.bin +3 -0
  10. note_velocity_beat/config.json +143 -0
  11. note_velocity_beat/pytorch_model.bin +3 -0
  12. note_velocity_pedal/config.json +143 -0
  13. note_velocity_pedal/pytorch_model.bin +3 -0
README.md ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ tags:
4
+ - midi
5
+ - music-generation
6
+ - tokenization
7
+ ---
8
+ # MIDI tokenization models (Lakh+HSMT pretrain → ASAP finetune)
9
+ Six composer/genre-conditional MIDI Transformers, one per tokenization mode.
10
+ | subfolder | tokenization_mode |
11
+ |---|---|
12
+ | `note` | note |
13
+ | `note_pedal` | note_pedal |
14
+ | `note_velocity` | note_velocity |
15
+ | `note_velocity_beat` | note_velocity_beat |
16
+ | `note_velocity_pedal` | note_velocity_pedal |
17
+ | `full` | full |
18
+ Each folder: `config.json` + `pytorch_model.bin`.
19
+ - Pretrain: Lakh MIDI + HSMT (`note_velocity_pedal`)
20
+ - Finetune: ASAP v2, mode as above
full/config.json ADDED
@@ -0,0 +1,143 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "vocab_size": 11264,
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+ "num_composers": 63,
4
+ "num_genres": 52,
5
+ "d_model": 768,
6
+ "n_heads": 12,
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+ "num_layers": 24,
8
+ "ffn_dim": 3072,
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+ "dropout": 0.1,
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+ "cond_dim": 128,
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+ "pad_token_id": 0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "tokenization_mode": "full",
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+ "num_composer_ids": 65,
17
+ "num_genre_ids": 54,
18
+ "composers": [
19
+ "Bach",
20
+ "Balakirev",
21
+ "Beethoven",
22
+ "Brahms",
23
+ "Chopin",
24
+ "Debussy",
25
+ "Glinka",
26
+ "Haydn",
27
+ "Liszt",
28
+ "Mozart",
29
+ "Prokofiev",
30
+ "Rachmaninoff",
31
+ "Ravel",
32
+ "Schubert",
33
+ "Schumann",
34
+ "Scriabin",
35
+ "Alban Berg",
36
+ "Antonio Soler",
37
+ "Carl Maria von Weber",
38
+ "C\u00e9sar Franck",
39
+ "Charles Gounod / Franz Liszt",
40
+ "Domenico Scarlatti",
41
+ "Edvard Grieg",
42
+ "Felix Mendelssohn",
43
+ "Felix Mendelssohn / Sergei Rachmaninoff",
44
+ "Franz Liszt / Camille Saint-Sa\u00ebns",
45
+ "Franz Liszt / Vladimir Horowitz",
46
+ "Franz Schubert / Franz Liszt",
47
+ "Franz Schubert / Leopold Godowsky",
48
+ "Fritz Kreisler / Sergei Rachmaninoff",
49
+ "George Enescu",
50
+ "George Frideric Handel",
51
+ "Georges Bizet / Ferruccio Busoni",
52
+ "Georges Bizet / Moritz Moszkowski",
53
+ "Georges Bizet / Vladimir Horowitz",
54
+ "Giuseppe Verdi / Franz Liszt",
55
+ "Henry Purcell",
56
+ "Isaac Alb\u00e9niz",
57
+ "Isaac Alb\u00e9niz / Leopold Godowsky",
58
+ "Jean-Philippe Rameau",
59
+ "Johann Christian Fischer / Wolfgang Amadeus Mozart",
60
+ "Johann Pachelbel",
61
+ "Johann Sebastian Bach / Egon Petri",
62
+ "Johann Sebastian Bach / Ferruccio Busoni",
63
+ "Johann Sebastian Bach / Franz Liszt",
64
+ "Johann Sebastian Bach / Myra Hess",
65
+ "Johann Strauss / Alfred Gr\u00fcnfeld",
66
+ "Leo\u0161 Jan\u00e1\u010dek",
67
+ "Mikhail Glinka / Mily Balakirev",
68
+ "Modest Mussorgsky",
69
+ "Muzio Clementi",
70
+ "Niccol\u00f2 Paganini / Franz Liszt",
71
+ "Nikolai Medtner",
72
+ "Nikolai Rimsky-Korsakov / Sergei Rachmaninoff",
73
+ "Orlando Gibbons",
74
+ "Percy Grainger",
75
+ "Pyotr Ilyich Tchaikovsky",
76
+ "Pyotr Ilyich Tchaikovsky / Mikhail Pletnev",
77
+ "Pyotr Ilyich Tchaikovsky / Sergei Rachmaninoff",
78
+ "Richard Wagner / Franz Liszt",
79
+ "Robert Schumann / Franz Liszt",
80
+ "Sergei Rachmaninoff / Gy\u00f6rgy Cziffra",
81
+ "Sergei Rachmaninoff / Vyacheslav Gryaznov"
82
+ ],
83
+ "genres": [
84
+ "annees_de_pelerinage",
85
+ "arabeske",
86
+ "arabesque",
87
+ "bagatelle",
88
+ "ballade",
89
+ "barcarolle",
90
+ "berceuse",
91
+ "capriccio",
92
+ "carnaval",
93
+ "chaconne",
94
+ "concerto",
95
+ "duet",
96
+ "dumka",
97
+ "elegy",
98
+ "estampes",
99
+ "etude",
100
+ "fantasie",
101
+ "fantasy",
102
+ "fugue",
103
+ "gaspard_de_la_nuit",
104
+ "humoresque",
105
+ "image",
106
+ "images",
107
+ "impromptu",
108
+ "intermezzo",
109
+ "islamey",
110
+ "kreisleriana",
111
+ "mazurka",
112
+ "miroirs",
113
+ "moment_musical",
114
+ "nocturne",
115
+ "overture",
116
+ "paraphrase",
117
+ "partita",
118
+ "pavan",
119
+ "piano_piece",
120
+ "piece",
121
+ "polonaise",
122
+ "prelude",
123
+ "rhapsody",
124
+ "romance",
125
+ "rondo",
126
+ "scherzo",
127
+ "sonata",
128
+ "sonatina",
129
+ "song_transcription",
130
+ "suite",
131
+ "tango",
132
+ "tarantella",
133
+ "toccata",
134
+ "variation",
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+ "waltz"
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+ ],
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+ "composer_pad_id": 63,
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+ "composer_unknown_id": 64,
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+ "genre_pad_id": 52,
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+ "genre_unknown_id": 53,
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+ "window_duration_sec": 100.0,
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+ "small_vocab": true
143
+ }
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+ {
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+ "vocab_size": 11131,
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+ "num_composers": 63,
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+ "num_genres": 52,
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+ "d_model": 768,
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+ "n_heads": 12,
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+ "num_layers": 24,
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+ "ffn_dim": 3072,
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+ "dropout": 0.1,
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+ "cond_dim": 128,
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+ "num_composer_ids": 65,
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+ "num_genre_ids": 54,
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+ "composers": [
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+ "Bach",
20
+ "Balakirev",
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+ "Beethoven",
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+ "Brahms",
23
+ "Chopin",
24
+ "Debussy",
25
+ "Glinka",
26
+ "Haydn",
27
+ "Liszt",
28
+ "Mozart",
29
+ "Prokofiev",
30
+ "Rachmaninoff",
31
+ "Ravel",
32
+ "Schubert",
33
+ "Schumann",
34
+ "Scriabin",
35
+ "Alban Berg",
36
+ "Antonio Soler",
37
+ "Carl Maria von Weber",
38
+ "C\u00e9sar Franck",
39
+ "Charles Gounod / Franz Liszt",
40
+ "Domenico Scarlatti",
41
+ "Edvard Grieg",
42
+ "Felix Mendelssohn",
43
+ "Felix Mendelssohn / Sergei Rachmaninoff",
44
+ "Franz Liszt / Camille Saint-Sa\u00ebns",
45
+ "Franz Liszt / Vladimir Horowitz",
46
+ "Franz Schubert / Franz Liszt",
47
+ "Franz Schubert / Leopold Godowsky",
48
+ "Fritz Kreisler / Sergei Rachmaninoff",
49
+ "George Enescu",
50
+ "George Frideric Handel",
51
+ "Georges Bizet / Ferruccio Busoni",
52
+ "Georges Bizet / Moritz Moszkowski",
53
+ "Georges Bizet / Vladimir Horowitz",
54
+ "Giuseppe Verdi / Franz Liszt",
55
+ "Henry Purcell",
56
+ "Isaac Alb\u00e9niz",
57
+ "Isaac Alb\u00e9niz / Leopold Godowsky",
58
+ "Jean-Philippe Rameau",
59
+ "Johann Christian Fischer / Wolfgang Amadeus Mozart",
60
+ "Johann Pachelbel",
61
+ "Johann Sebastian Bach / Egon Petri",
62
+ "Johann Sebastian Bach / Ferruccio Busoni",
63
+ "Johann Sebastian Bach / Franz Liszt",
64
+ "Johann Sebastian Bach / Myra Hess",
65
+ "Johann Strauss / Alfred Gr\u00fcnfeld",
66
+ "Leo\u0161 Jan\u00e1\u010dek",
67
+ "Mikhail Glinka / Mily Balakirev",
68
+ "Modest Mussorgsky",
69
+ "Muzio Clementi",
70
+ "Niccol\u00f2 Paganini / Franz Liszt",
71
+ "Nikolai Medtner",
72
+ "Nikolai Rimsky-Korsakov / Sergei Rachmaninoff",
73
+ "Orlando Gibbons",
74
+ "Percy Grainger",
75
+ "Pyotr Ilyich Tchaikovsky",
76
+ "Pyotr Ilyich Tchaikovsky / Mikhail Pletnev",
77
+ "Pyotr Ilyich Tchaikovsky / Sergei Rachmaninoff",
78
+ "Richard Wagner / Franz Liszt",
79
+ "Robert Schumann / Franz Liszt",
80
+ "Sergei Rachmaninoff / Gy\u00f6rgy Cziffra",
81
+ "Sergei Rachmaninoff / Vyacheslav Gryaznov"
82
+ ],
83
+ "genres": [
84
+ "annees_de_pelerinage",
85
+ "arabeske",
86
+ "arabesque",
87
+ "bagatelle",
88
+ "ballade",
89
+ "barcarolle",
90
+ "berceuse",
91
+ "capriccio",
92
+ "carnaval",
93
+ "chaconne",
94
+ "concerto",
95
+ "duet",
96
+ "dumka",
97
+ "elegy",
98
+ "estampes",
99
+ "etude",
100
+ "fantasie",
101
+ "fantasy",
102
+ "fugue",
103
+ "gaspard_de_la_nuit",
104
+ "humoresque",
105
+ "image",
106
+ "images",
107
+ "impromptu",
108
+ "intermezzo",
109
+ "islamey",
110
+ "kreisleriana",
111
+ "mazurka",
112
+ "miroirs",
113
+ "moment_musical",
114
+ "nocturne",
115
+ "overture",
116
+ "paraphrase",
117
+ "partita",
118
+ "pavan",
119
+ "piano_piece",
120
+ "piece",
121
+ "polonaise",
122
+ "prelude",
123
+ "rhapsody",
124
+ "romance",
125
+ "rondo",
126
+ "scherzo",
127
+ "sonata",
128
+ "sonatina",
129
+ "song_transcription",
130
+ "suite",
131
+ "tango",
132
+ "tarantella",
133
+ "toccata",
134
+ "variation",
135
+ "waltz"
136
+ ],
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+ "composer_pad_id": 63,
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+ "composer_unknown_id": 64,
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+ "genre_pad_id": 52,
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+ "genre_unknown_id": 53,
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+ "window_duration_sec": 100.0,
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+ "small_vocab": true
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+ }
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+ "num_genre_ids": 54,
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+ "composers": [
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+ "Bach",
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+ "Balakirev",
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+ "Beethoven",
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+ "Brahms",
23
+ "Chopin",
24
+ "Debussy",
25
+ "Glinka",
26
+ "Haydn",
27
+ "Liszt",
28
+ "Mozart",
29
+ "Prokofiev",
30
+ "Rachmaninoff",
31
+ "Ravel",
32
+ "Schubert",
33
+ "Schumann",
34
+ "Scriabin",
35
+ "Alban Berg",
36
+ "Antonio Soler",
37
+ "Carl Maria von Weber",
38
+ "C\u00e9sar Franck",
39
+ "Charles Gounod / Franz Liszt",
40
+ "Domenico Scarlatti",
41
+ "Edvard Grieg",
42
+ "Felix Mendelssohn",
43
+ "Felix Mendelssohn / Sergei Rachmaninoff",
44
+ "Franz Liszt / Camille Saint-Sa\u00ebns",
45
+ "Franz Liszt / Vladimir Horowitz",
46
+ "Franz Schubert / Franz Liszt",
47
+ "Franz Schubert / Leopold Godowsky",
48
+ "Fritz Kreisler / Sergei Rachmaninoff",
49
+ "George Enescu",
50
+ "George Frideric Handel",
51
+ "Georges Bizet / Ferruccio Busoni",
52
+ "Georges Bizet / Moritz Moszkowski",
53
+ "Georges Bizet / Vladimir Horowitz",
54
+ "Giuseppe Verdi / Franz Liszt",
55
+ "Henry Purcell",
56
+ "Isaac Alb\u00e9niz",
57
+ "Isaac Alb\u00e9niz / Leopold Godowsky",
58
+ "Jean-Philippe Rameau",
59
+ "Johann Christian Fischer / Wolfgang Amadeus Mozart",
60
+ "Johann Pachelbel",
61
+ "Johann Sebastian Bach / Egon Petri",
62
+ "Johann Sebastian Bach / Ferruccio Busoni",
63
+ "Johann Sebastian Bach / Franz Liszt",
64
+ "Johann Sebastian Bach / Myra Hess",
65
+ "Johann Strauss / Alfred Gr\u00fcnfeld",
66
+ "Leo\u0161 Jan\u00e1\u010dek",
67
+ "Mikhail Glinka / Mily Balakirev",
68
+ "Modest Mussorgsky",
69
+ "Muzio Clementi",
70
+ "Niccol\u00f2 Paganini / Franz Liszt",
71
+ "Nikolai Medtner",
72
+ "Nikolai Rimsky-Korsakov / Sergei Rachmaninoff",
73
+ "Orlando Gibbons",
74
+ "Percy Grainger",
75
+ "Pyotr Ilyich Tchaikovsky",
76
+ "Pyotr Ilyich Tchaikovsky / Mikhail Pletnev",
77
+ "Pyotr Ilyich Tchaikovsky / Sergei Rachmaninoff",
78
+ "Richard Wagner / Franz Liszt",
79
+ "Robert Schumann / Franz Liszt",
80
+ "Sergei Rachmaninoff / Gy\u00f6rgy Cziffra",
81
+ "Sergei Rachmaninoff / Vyacheslav Gryaznov"
82
+ ],
83
+ "genres": [
84
+ "annees_de_pelerinage",
85
+ "arabeske",
86
+ "arabesque",
87
+ "bagatelle",
88
+ "ballade",
89
+ "barcarolle",
90
+ "berceuse",
91
+ "capriccio",
92
+ "carnaval",
93
+ "chaconne",
94
+ "concerto",
95
+ "duet",
96
+ "dumka",
97
+ "elegy",
98
+ "estampes",
99
+ "etude",
100
+ "fantasie",
101
+ "fantasy",
102
+ "fugue",
103
+ "gaspard_de_la_nuit",
104
+ "humoresque",
105
+ "image",
106
+ "images",
107
+ "impromptu",
108
+ "intermezzo",
109
+ "islamey",
110
+ "kreisleriana",
111
+ "mazurka",
112
+ "miroirs",
113
+ "moment_musical",
114
+ "nocturne",
115
+ "overture",
116
+ "paraphrase",
117
+ "partita",
118
+ "pavan",
119
+ "piano_piece",
120
+ "piece",
121
+ "polonaise",
122
+ "prelude",
123
+ "rhapsody",
124
+ "romance",
125
+ "rondo",
126
+ "scherzo",
127
+ "sonata",
128
+ "sonatina",
129
+ "song_transcription",
130
+ "suite",
131
+ "tango",
132
+ "tarantella",
133
+ "toccata",
134
+ "variation",
135
+ "waltz"
136
+ ],
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+ "small_vocab": true
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+ }
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+ "num_genre_ids": 54,
18
+ "composers": [
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+ "Bach",
20
+ "Balakirev",
21
+ "Beethoven",
22
+ "Brahms",
23
+ "Chopin",
24
+ "Debussy",
25
+ "Glinka",
26
+ "Haydn",
27
+ "Liszt",
28
+ "Mozart",
29
+ "Prokofiev",
30
+ "Rachmaninoff",
31
+ "Ravel",
32
+ "Schubert",
33
+ "Schumann",
34
+ "Scriabin",
35
+ "Alban Berg",
36
+ "Antonio Soler",
37
+ "Carl Maria von Weber",
38
+ "C\u00e9sar Franck",
39
+ "Charles Gounod / Franz Liszt",
40
+ "Domenico Scarlatti",
41
+ "Edvard Grieg",
42
+ "Felix Mendelssohn",
43
+ "Felix Mendelssohn / Sergei Rachmaninoff",
44
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