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The transmission schema is optimized using a tailored evolutionary algorithm that assigns a different number of bits to each frequency band.
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The blue bars represent the number of bits assigned to the amplitude values, the red bars represent the number of bits assigned to the phase values, and the dashed black line represents the total number of bits assigned to each frequency band.
The blue bars represent the number of bits assigned to the amplitude values (B Ak ), the red bars represent the number of bits assigned to the phase values (B Pk ), and the dashed black line the total number of bits assigned to each frequency band (B Ak +B Pk ).
When multiple frequency bands are encrypted, the percentage of encrypted sign bits is applied to each frequency band individually.
This transmission schema allows assigning more bits to the frequencies and values providing more information to the classifier.
So far, we have looked at the effect of quantization at a bit-rate independently with respect to each frequency bin.
In practice, the available bits need to be optimally allocated to each frequency band.
Concerning the amount of data that has to be encrypted, the portion of encrypted bits for each frequency band is different of course.
The spectral coefficients are normalized by the quantized norms, and the normalized MDCT coefficients are then lattice vector quantized and encoded based on the allocated bits for each frequency band.
Note that by bits per sample we mean bits allocated to each sample per frequency bin. Figure 4 shows the performance of the binaural GSC without considering the effect of head shadow, that is, assuming that the microphones are mounted in free space.
In particular, each bit plane of each frequency band is fed into a turbo encoder with rate ; while information bits are discarded, parity bits are properly stored in a buffer.
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