In Stock. Alfred is pleased to present the sheet music for Keith Urban's hit song "Stupid Boy." "Stupid Boy" is the second single from Keith Urban's platinum album Love, Pain & the whole crazy thing. The song reached the Top 10 on Billboard's Hot Country Chart in 2007. This sheet music provides the song's lyrics along with piano and chord arrangements.