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Running on Zero
File size: 3,262 Bytes
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"feature_names": [
"voice",
"genre",
"style",
"time_signature",
"beat_type",
"nearest_subdiv",
"phase_beat",
"phase_bar",
"sin_beat",
"cos_beat",
"sin_bar",
"cos_bar",
"swing_ratio",
"log_time_to_prev",
"log_time_to_next",
"log_same_voice_prev",
"log_same_voice_next",
"simult_count",
"density_1beat",
"bpm",
"simult_kick",
"simult_snare",
"simult_snare-accent",
"simult_side-stick",
"simult_closed-hh",
"simult_closed-hh-edge",
"simult_pedal-hh",
"simult_open-hh",
"simult_ride",
"simult_ride-bell",
"simult_tom",
"simult_crash",
"simult_aux-cymbal",
"simult_aux-perc"
],
"categorical_features": [
"voice",
"genre",
"style",
"time_signature",
"beat_type",
"nearest_subdiv"
],
"categorical_levels": {
"voice": [
"aux-cymbal",
"aux-perc",
"closed-hh",
"closed-hh-edge",
"crash",
"kick",
"open-hh",
"pedal-hh",
"ride",
"ride-bell",
"side-stick",
"snare",
"snare-accent",
"tom"
],
"genre": [
"afrobeat",
"afrocuban",
"blues",
"country",
"dance",
"funk",
"gospel",
"hiphop",
"jazz",
"latin",
"middleeastern",
"neworleans",
"pop",
"punk",
"reggae",
"rock",
"soul"
],
"style": [
"afrobeat",
"afrocuban",
"afrocuban/bembe",
"afrocuban/calypso",
"afrocuban/rhumba",
"blues/shuffle",
"country",
"dance/breakbeat",
"dance/disco",
"funk",
"funk/fast",
"funk/latin",
"funk/purdieshuffle",
"funk/rock",
"gospel",
"hiphop",
"jazz",
"jazz/fast",
"jazz/funk",
"jazz/fusion",
"jazz/klezmer",
"jazz/linear",
"jazz/march",
"jazz/mediumfast",
"jazz/swing",
"latin",
"latin/ando",
"latin/brazilian",
"latin/brazilian-baiao",
"latin/brazilian-bossa",
"latin/brazilian-ijexa",
"latin/brazilian-maracatu",
"latin/brazilian-samba",
"latin/brazilian-sambareggae",
"latin/brazilian-songo",
"latin/chacarera",
"latin/dominican-merengue",
"latin/merengue",
"latin/reggaeton",
"latin/samba",
"latin/venezuelan-merengue",
"latin/venezuelan-sangueo",
"middleeastern",
"neworleans/chacha",
"neworleans/funk",
"neworleans/secondline",
"neworleans/shuffle",
"pop",
"pop/soft",
"punk",
"reggae",
"reggae/slow",
"rock",
"rock/folk",
"rock/halftime",
"rock/indie",
"rock/prog",
"rock/rockabilly",
"rock/shuffle",
"soul",
"soul/motown"
],
"time_signature": [
"3-4",
"4-4",
"5-4",
"5-8",
"6-8"
],
"beat_type": [
"beat",
"fill"
],
"nearest_subdiv": [
"16th",
"32nd",
"8th",
"8th-triplet",
"quintuplet"
]
},
"best_iteration": 206,
"note": "Build the feature vector in feature_names order; pass each categorical as its index in categorical_levels[col]."
} |