Sentence examples for unreliable components from inspiring English sources

After that, with CASA masks, unreliable components can be reconstructed or marginalized.

D t, u is the number of unreliable components at frame t.

and then the unreliable components of the vector are reconstructed using MAP estimation method.

where D t, u is the number of unreliable components in the spectrum at time t.

The unreliable components are reconstructed based on the statistical relationship between the log-spectral vector.

In marginalization, the unreliable components are discarded or integrated up to the observed values.

In the above equation, x t (j) is the j th component of the latest updated unreliable component.

C ′ Σ k - 1 C u x t, u - μ t, u, k involves D t, u (2D m + 1) multiplications for the unreliable component of the gradient.

The spectral energy within each unreliable component can be either reconstructed based on the acoustic model and the reliable information, or marginalized out of the probability density functions (PDF) of the HMM states.

As outlined in [32, 33], the step calculation of the i th unreliable component for Gaussian k is given by x u ( i ) ← x u ( i ) b ( i ) + b ( i ) 2 + 4 H t, u, u, k + ( x t, u, k - μ t, u, k ) i H t, u, u, k - ( x t, u, k - μ t, u, k ) i 2 H t, u, u, k + ( x - μ t, u, k ) i. H t, u, u, k +(H t, u, u, k -) is obtained from H t, u, u, k by setting all negative (positive) entries to zero.

Also, all-or-none measures magnify measurement errors since "one unreliable component measure will contaminate the whole score" [ 32].