Electrodoc,
I just realised that your kit is designed for voices, not music.
C1, C2 and C3 are much too small to pass bass frequencies. Use 0.47 microfarads for C1 and C2, and 1 microfarad for C3. If using polarized capacitors, connect the negative terminal to the transistor's base.
Then maybe...