An electronic device is provided. The electronic device includes a processor and a memory operatively connected to the processor. The memory may store instructions that, when executed, cause the processor to receive a voice input of a user, to extract a feature from the voice input of the user, to select an acoustic model through comparison with the extracted feature, and to learn the feature of the voice input by performing fine-tuning on the selected acoustic model.