You can’t get there by taking Metro Line 2 to the Central Conservatory of Music. You have to get off at Dongzhimen Station, transfer to bus No. 132, and it takes 12 stops to get there. In addition, there are many buses to the Central Academy of Fine Arts, so you can choose a direct bus for convenience. The specific station locations, train numbers and routes are as shown in the picture.