You can remember the meaning of 不可思议 with this easy mnemonic:
No (不) one can (可) think (思) of a reason why anyone would criticize (议) such beautiful singing. It is simply unimaginable!
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.