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Use a transformer to step down the voltage. You can use a transformer that is rated at secondary voltage between 5V and 12V.
Rectify the output to DC using a bridge rectifier and filter the output DC with bulk capacitor. Feed this DC to a voltage regulator. You can use the LM317 regulator. Configure it to give 3V output. You can use any regulator that can provide 3V output.