AI Intent Analysis Feedback for Accurate Voice Recognition
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Solution Overview
Problem
Existing voice recognition systems often fail to accurately match the speaker's intention, leading to inconvenient user experiences.
Innovation Solution
An artificial intelligence device that includes a processor configured to receive user input, transmit it to a server for intent analysis, and perform operations based on the intent analysis result, while updating intent analysis factors using feedback data, and providing alternative functions when necessary.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If cloud server processes voice data with massive database, then voice recognition accuracy improves, but intention analysis still does not match speaker's intention
Solution Approach 1:
The patent implements a feedback mechanism where the artificial intelligence device receives user feedback on the provided information and functions. This feedback is used to update the intent analysis factors, creating a closed-loop system that continuously improves intention analysis accuracy by learning from actual user responses and interactions.
Solution Approach 2:
The patent performs preliminary processing of intent analysis factors before transmitting to the server. The device locally processes and refines intent analysis factors based on user input and context, preparing optimized data that enhances the overall intention analysis accuracy when combined with server processing.
2Reliability
If multiple intent analysis factors are processed, then intention analysis quality improves, but device complexity increases
Solution Approach 1:
The patent segments the intent analysis process into distinct factors (time, location, user, content, schedule, space) that can be independently processed and updated. This modular approach allows the system to handle multiple analysis factors without overwhelming complexity, as each factor can be managed separately through the feedback mechanism.
Solution Approach 2:
The patent implements dynamic updating of intent analysis factors based on user feedback. The system adapts and evolves its analysis capabilities over time, adjusting the weight and importance of different factors based on actual usage patterns and user responses, rather than using static complex processing rules.
Data Source
AI summary
An artificial intelligence device and an operating method thereof are disclosed. An artificial intelligence device according to at least one embodiment of the present disclosure comprises a display; and a processor configured to control the display, wherein the processor is configured to receive a user input, transmit the user input to a server, receive response information including intent analysis result information for the user input from the server, and perform at least one operation among outputting information and executing a function according to the response information, wherein the intent analysis result information includes an intent result analysis for the user input that has been first processed based on at least one intent analysis factor transmitted to the server.