Seungyeon Rhyu, Hyeonseok Choi, Sarah Kim, and Kyogu Lee

Music and Audio Research Group (MARG), Department of Intelligence and Information, Seoul National University, Seoul, Republic of Korea

Paper: link / Code: link

1. Harmonization Examples

Below are the chord examples that are generated from three proposed models (STHarm, VTHarm, rVTHarm), two baseline models (BLSTM, ONADE), and the ground truth (GT) from Chord Melody Dataset and Hooktheory Lead Sheet Dataset. The examples for Chord Melody Dataset are especially from the actual listening test for the paper.

1-1. Chord Melody Dataset

Song 1

Song 2

Song 3

Melody

melody__anthropology__s0_p8-23.wav

melody__groovn_high__s10_p16-31.wav

melody__fascinating_rhythm__s8_p4-19.wav

GT

GT__anthropology__s0_p8-23.wav

GT__groovn_high__s10_p16-31.wav

GT__fascinating_rhythm__s8_p4-19.wav

BLSTM (2017)

sampled__anthropology__s0_base_bilstm_CMD_100_p8-23.wav

sampled__groovn_high__s10_base_bilstm_CMD_100_p16-31.wav

sampled__fascinating_rhythm__s8_base_bilstm_CMD_100_p4-19.wav

ONADE (2020)

sampled__anthropology__s0_base_nade_CMD_100_p8-23.wav

sampled__groovn_high__s10_base_nade_CMD_100_p16-31.wav

sampled__fascinating_rhythm__s8_base_nade_CMD_100_p4-19.wav

STHarm

sampled__anthropology__s0_base_transformer_l4_256_CMD_100_p8-23.wav

sampled__groovn_high__s10_base_transformer_l4_256_CMD_100_p16-31.wav

sampled__fascinating_rhythm__s8_base_transformer_l4_256_CMD_100_p4-19.wav

VTHarm

sampled__anthropology__s0_exp382_noReg_l4_256_CMD_100_p8-23_c-0.3000.wav

sampled__groovn_high__s10_exp382_noReg_l4_256_CMD_100_p16-31_c0.8000.wav

sampled__fascinating_rhythm__s8_exp382_noReg_l4_256_CMD_100_p4-19_c0.2000.wav

rVTHarm (α=0)

sampled__anthropology__s0_exp382_l4_256_CMD_100_p8-23_c0.0000.wav

sampled__groovn_high__s10_exp382_l4_256_CMD_100_p16-31_c0.0000.wav

sampled__fascinating_rhythm__s8_exp382_l4_256_CMD_100_p4-19_c0.0000.wav