System for audio analysis and perception enhancement
A perception system, audio technology, applied in the field of audio analysis and perception system, can solve the problem of inaccurate use and so on
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example 1
[0133] Example 1: Zero Crossing Rate Technique
[0134] Hissing-type expressions (unvoiced) exhibit a broad spectrum. Expressions with stronger fundamental and joint harmonics, on the other hand, appear more periodic and thus present a spectrum with more clearly identifiable peaks. Although periodic calculations can be used to identify voiced expressions from unvoiced ones, this calculation is very computationally expensive and presents limited performance for the computational cost involved.
[0135] Figure 4 A system 300 for generating control signals for an air haptic device is shown. Unless otherwise described, refer to Figure 4 The features described have the same reference image 3 The corresponding features indicated by the described reference numerals plus 100 have the same or similar function.
[0136] By measuring the number of zero crossings of the input acoustic signal per unit time, the system 300 achieves a simple method with usable performance under contr...
example 2
[0144] Example 2: Teager Energy / Discrete Energy Separation Technique
[0145] Since the zero-crossing rate method showed a lot of room for improvement, a better method was found while considering the need to operate on limited hardware.
[0146] Just as the zero-crossing method is based on physical aspects of the signal, the method using Teager energy and discrete energy separation takes this inference step a step further and seeks to use knowledge of the speech generation process.
[0147] When generating two signals of equal magnitude, it is a fact of physics that more energy is required to generate a high frequency signal than a low frequency signal. Silent representations are fundamentally broadband noise (though more correlated than noise), meaning that a lot of energy is added to the generation. In vocal expression, most of the energy is bundled at the relatively low fundamental frequency. Thus, a method that assigns different energies to each frequency band based on t...
example 3
[0149] Example 3: Combination of Zero Crossing Rate, Teager Energy and Discrete Energy Separation Techniques
[0150] Figure 5 A system 400 is shown that combines the zero-crossing rate and Teager energy techniques described above to improve overall performance. Unless otherwise described, refer to Figure 5 Described features and references image 3 Corresponding features indicated by the described reference numerals plus 200 have the same or similar functions.
[0151] The various functional blocks of system 400 have many interactions with each other. The system 400 mainly uses heuristics, and the signal from the classification module 440 is used as a feedback signal to the feature extraction post-processing module 430, which will be used as a noise gating function, to improve the algorithm performance.
[0152] The system 400 includes a feature extraction module 420, a classification module 440 and a control module 460, wherein the feature extraction module 420 is used...
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