The invention discloses a VHF voice ship name association method suitable for a ship
traffic management system. The method comprises the following steps: step 1, establishing a
pinyin code table and an approximate voice index table; 2, preprocessing a dynamic ship name set; step 3, multi-channel voice-to-text conversion; 4, multi-size sliding window matching is carried out; and step 5, outputting an
optimal matching ship name. The characteristics of a ship
traffic management system are combined, the problems that VHF voice-to-text accuracy is low and ship name association is difficult are solved through a dynamic ship name set matching range reduction
algorithm, a multi-model collaborative transcription and hot word optimization
algorithm, a dynamic ship name set
preprocessing algorithm and a multi-size sliding window matching
algorithm, the intelligent level of maritime affair supervision is remarkably improved, and the ship name association efficiency is improved. The method has the characteristics of
low resource consumption, high real-time performance, high accuracy and the like.