Exact(5)
This normalized dictionary is called an ETF.
This can be explained by the fact that the crosscorrelation properties of the normalized dictionary vectors (angles between vectors) are not the same for F and Φ.
In our method, these bits of knowledge are extracted from the semantic argument class of LMF normalized dictionary that are associated with a semantic predicate and linked to an appropriate syntactic behaviour.
A column normalized dictionary is called ETF when there is a constant that (17).
In fact, the LMF normalized dictionary model defines many types of semantic relationships (e.g., synonymy, antonymy, etc).
Similar(54)
For the normalized equivalent dictionary, the mutual coherence of is defined as (16).
The Gram matrix of the normalized equivalent dictionary is computed and the values above are "shrinked" by multiplying with.
Unlike the traditional approaches, G is taken as the Gram of the normalized equivalent dictionary of the system, ensuring that ∥H−G∥2F has the designated physical meaning.
The target dictionary is also normalized for each frame in the same way the source dictionary was.
In this numerical experiment, we use a 10-band MDPSS based dictionary with the normalized half-bandwidth equal to 0.15.
In the proposed framework, a multiple features composed target template and a trivial template which modules occlusion, interruption and noises are normalized to form a orthogonal dictionary.
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