Voice Recognition Start Command Registration with Reference Audio

The patent segments the verification process into two distinct stages: preliminary verification using a small amount of data to quickly filter out clearly unsuitable start commands, and detailed verification using a larger amount of data only for commands that pass the preliminary stage. This segmentation resolves the contradiction by applying different data quantities at different verification stages, thereby maintaining high accuracy while improving overall verification speed and resource efficiency.

The patent divides the verification process into preliminary verification (using minimal data) and detailed verification (using extensive data). This segmentation ensures that the large amount of data is processed only when necessary, significantly reducing overall resource consumption while maintaining verification accuracy. The preliminary stage acts as a filter to avoid unnecessary processing of clearly unsuitable commands.

The patent extracts and separates relevant data from less-relevant data in the verification process. The preliminary verification stage uses only essential, highly relevant data to quickly assess basic suitability, while the detailed verification stage incorporates additional relevant data for commands that pass the preliminary stage. This extraction approach ensures that resource efficiency is maintained while verification accuracy is preserved for commands that require thorough checking.

The patent implements preliminary verification as a preliminary action before final registration of the start command. During this preliminary stage, the system quickly assesses whether the user's chosen start command is likely to cause misrecognition by comparing it against a small set of critical reference data. Commands that fail this preliminary check are flagged for further detailed verification or rejected, thereby preventing misrecognition while preserving user convenience for suitable commands.