Original Dataset (400)

• all ages = 100
• children = 100
• adolescent = 100
• adult = 100

Synthesized Dataset (4006)

Input original dataset -> Generate Indonesian Songs

• all ages = 1000
• children = 1002
• adolescent = 1003
• adult = 1001

Generated Dataset (4003)

Generate English Songs (more creative lyrics) -> Translate to Indonesian

• all ages = 1003
• children = 1000
• adolescent = 1000
• adult = 1000

Generated Dataset 2 (4009)

Generate Indonesian Songs (Faster, but the lyrics are not creative)

• all ages = 1002
• children = 1003
• adolescent = 1001
• adult = 1003

PREPROCESSED

• original: train + test
• synthesized: train + test
• generated: train + test
• full_combination (original + synthesized + generated): train + test
• split_combination: train (synthesized or generated) + test (original)