Audio Processing Device Feature Variation Detection
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Solution Overview
Problem
Conventional methods for detecting interesting sections in audio signals rely on the continuity of audio features, which are inadequate for identifying sections with sudden sounds, such as a starter pistol, as these features may not appear continuously.
Innovation Solution
An audio processing device that calculates feature variation values for each unit section of an audio signal, allowing for the detection of feature sections without relying on continuity, by comparing these values to a threshold and assessing temporal variations in audio features.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If conventional methods assess continuity of audio features to detect interesting sections, then the detection method is simple and easy to implement, but it fails to detect sections with sudden sounds that do not have continuous audio features
Solution Approach 1:
The audio signal is divided into multiple unit sections, and feature variation is calculated for each unit section by comparing it with adjacent sections. This segmentation allows the system to detect sudden changes in audio features at specific locations without requiring continuous feature patterns throughout the entire signal.
Solution Approach 2:
Instead of detecting interesting sections by finding continuous audio features (conventional approach), the invention inverts the approach by detecting sections based on feature variation and changes. By calculating feature variation values that quantify temporal variation, the system identifies sudden sounds through their deviations from normal continuous patterns rather than through continuity itself.
2Reliability
If the invention calculates feature variation values for each unit section to detect sudden sounds, then detection reliability for non-continuous audio events is improved, but device complexity increases
Solution Approach 1:
The system calculates feature variation values for each unit section, which may involve more computation than strictly necessary. By performing this calculation for all unit sections rather than only at potential transition points, the system ensures thorough detection of sudden sounds while maintaining a systematic and manageable processing approach.
Data Source
AI summary
Provided is an audio processing device comprising: a feature data generation unit which generates, for each unit section of an audio signal, section feature data expressing features of the audio signal in the unit section; a feature variation calculation unit which calculates, for each unit section, a feature variation value quantifying temporal variation of the features in the unit section, by setting the unit section as a target section and using section feature data of unit sections close to the target section; and a section judgment unit which judges, for each unit section, whether the unit section is a feature unit section including a variation point of the features, based on comparison of a threshold value and the feature variation value. Through the above, the audio processing device can detect feature unit sections from an audio signal of an AV content or the like.


