Abstract: A method and a module for improving personal speech recognition capability for use in a portable electronic device are provided. The portable electronic device has a predetermined recognition model constructed of a phoneme model for recognizing at least a command speech from a user. The method comprises the steps of: establishing a database having specific characters which are related to the command speech; construing an adaptation parameter by retrieving a plurality of speech datum spoken by the user according to the database; and modulating the recognition model by integrating the phoneme model and the adaptation parameter. The user can effectively adapt the recognition model to improve the recognition capability according to the above steps.