Terminal device and speech interaction method thereof

The invention discloses a terminal device and a speech interaction method thereof. The speechinteractionmethodcomprises the steps that a speech input is received; the inputted speech is uploaded to aparsing server for online semantic parsing; an online semantic parsing result fed back by the parsing server is received; according to semantic error correction rules prestored in the terminal device,semantic error correction of the online semantic parsing result is conducted locally in the terminal device to obtain a corrected semantic parsing result; and the corrected semantic parsing result isfed back. According to theterminal device and thespeech interaction method thereof,thesemantic error correction of the online semantic parsing result is conducted by the semantic error correction rules prestored locally in the terminal device, so that the semantic parsing result can be applied to the terminal device, accuracy of speech parsing isimproved, and realization of effective feedback bythe terminal device is facil