The model haydn was trained on five movements of Haydn piano sonatas, each truncated after 50 chunks (half bars). This is intended to be similar to what R&S used.
Model Parameters
The rest of this page shows the trained model parameters in a human-readable form.
Raphael & Stoddard trained model, standard: haydn as on Thu 01 Sep 2011 Emission distribution Beat category: 0 (1st beat) D = 0: 0.36288 (chord root) D = 1: 0.30916 (chord 3rd) D = 2: 0.22071 (chord 5th) D = 3: 0.09815 (other scale note) D = 4: 0.00910 (non-scale note) Beat category: 1 (3rd beat) D = 0: 0.33418 (chord root) D = 1: 0.26080 (chord 3rd) D = 2: 0.19181 (chord 5th) D = 3: 0.19778 (other scale note) D = 4: 0.01542 (non-scale note) Beat category: 2 (2nd or 4th beat) D = 0: 0.19641 (chord root) D = 1: 0.20286 (chord 3rd) D = 2: 0.16686 (chord 5th) D = 3: 0.39815 (other scale note) D = 4: 0.03573 (non-scale note) Beat category: 3 (off beat) D = 0: 0.16615 (chord root) D = 1: 0.19531 (chord 3rd) D = 2: 0.21370 (chord 5th) D = 3: 0.38990 (other scale note) D = 4: 0.03493 (non-scale note) Transition distributions Key transition distribution Previous mode: major key = I (0), mode = major: 0.90289 key = VI (9), mode = minor: 0.03788 key = IV (5), mode = major: 0.02226 key = V (7), mode = major: 0.01888 key = II (2), mode = minor: 0.00782 key = III (4), mode = minor: 0.00493 key = bIII (3), mode = major: 0.00212 key = bVI (8), mode = major: 0.00188 key = IV (5), mode = minor: 0.00134 key = bV (6), mode = major: 0.00000 key = V (7), mode = minor: 0.00000 key = VII (11), mode = minor: 0.00000 key = bIII (3), mode = minor: 0.00000 key = II (2), mode = major: 0.00000 key = I (0), mode = minor: 0.00000 key = bVII (10), mode = major: 0.00000 key = bII (1), mode = minor: 0.00000 key = VI (9), mode = major: 0.00000 key = bVII (10), mode = minor: 0.00000 key = bII (1), mode = major: 0.00000 key = bVI (8), mode = minor: 0.00000 key = III (4), mode = major: 0.00000 key = VII (11), mode = major: 0.00000 key = bV (6), mode = minor: 0.00000 Previous mode: minor key = I (0), mode = minor: 0.60519 key = bVII (10), mode = major: 0.11517 key = IV (5), mode = minor: 0.09082 key = bVI (8), mode = major: 0.06541 key = V (7), mode = minor: 0.04536 key = VII (11), mode = major: 0.02285 key = bII (1), mode = minor: 0.01882 key = V (7), mode = major: 0.01565 key = IV (5), mode = major: 0.01429 key = I (0), mode = major: 0.00630 key = VI (9), mode = major: 0.00014 key = bIII (3), mode = major: 0.00000 key = bVII (10), mode = minor: 0.00000 key = III (4), mode = minor: 0.00000 key = VI (9), mode = minor: 0.00000 key = bV (6), mode = major: 0.00000 key = II (2), mode = minor: 0.00000 key = bII (1), mode = major: 0.00000 key = VII (11), mode = minor: 0.00000 key = III (4), mode = major: 0.00000 key = bVI (8), mode = minor: 0.00000 key = II (2), mode = major: 0.00000 key = bIII (3), mode = minor: 0.00000 key = bV (6), mode = minor: 0.00000 Chord transition distribution Previous chord: I I: 0.62011 VII: 0.12544 V: 0.10546 IV: 0.07790 II: 0.04895 VI: 0.02215 III: 0.00000 Previous chord: II V: 0.46517 I: 0.33481 VII: 0.10516 II: 0.09486 IV: 0.00000 VI: 0.00000 III: 0.00000 Previous chord: III III: 0.83150 I: 0.16850 V: 0.00000 II: 0.00000 IV: 0.00000 VI: 0.00000 VII: 0.00000 Previous chord: IV I: 0.75704 IV: 0.16027 VII: 0.07765 II: 0.00504 V: 0.00000 VI: 0.00000 III: 0.00000 Previous chord: V I: 0.75206 V: 0.11487 II: 0.07120 VI: 0.03663 VII: 0.02525 III: 0.00000 IV: 0.00000 Previous chord: VI II: 0.56294 IV: 0.43706 V: 0.00000 VI: 0.00000 I: 0.00000 III: 0.00000 VII: 0.00000 Previous chord: VII I: 0.89949 II: 0.05872 VII: 0.04179 IV: 0.00000 V: 0.00000 VI: 0.00000 III: 0.00000 Key change chord dist I: 0.31154 V: 0.23810 II: 0.15392 VII: 0.12090 III: 0.11074 IV: 0.06480 VI: 0.00000