As Bob says, R2 is needed to bias TR2 into its linear region so it can amplify. If you remove it, you will probably get no sound at all, or possibly very weak and distorted sound, depending on how leaky the transistor is.
Yes this circuit will receive short wave transmissions. Connect the...