A speech synthesis method for an electronic system and a speech synthesis apparatus are provided. In the speech synthesis method, a speech signal file including text content is received. The speech signal file is analyzed to obtain prosodic information of the speech signal file. The text content and the corresponding prosodic information are automatically tagged to obtain a text tag file. A speech synthesis file is obtained by synthesizing a human voice profile and the text tag file.