Sentence examples for a compact set of features from inspiring English sources

Projection of modulation spectral features on the principal axes with the higher energy in each subspace results in a compact set of features with minimum redundancy.

The penalization term (i.e., Min-Size) is used for the purpose of constructing a compact set of features and controlling overfitting.

The aim is to detect a compact set of features that sufficiently represents the most discriminative features between the target classes.

Waveforms are converted to a compact set of acoustic features using a vocoder (such as MELP[5], STRAIGHT[6], DSM[7, 8], or HNM[9]), and simultaneously, all texts are expanded into contextual factors using a natural language pre-processing front end [10].

A compact set of adaptive features was computed from these matrices.

Finally, in [13], a survey of several other feature selection methods was presented, leading the authors to conclude that "applying first a method of automatic feature construction yields improved performance and a more compact set of features".

Consequently, similar features are merged to produce a more compact set of features.

In a feature selection scheme, the FV dimensionality is lowered by selectively choosing an expressive and compact set of features among a possibly much larger original set.

Notably, the field of feature selection has been widely studied, leading to the development of many algorithms to selectively choose an expressive and compact set of features out of a possibly much larger set [8, 9].

A compact set of low-level rhythmic features is described, which is highly suitable for discrimination between duple and triple meter as well as ballroom dance style classification.

In order to select the most accurate and compact set of features from each dataset, a multivariate search strategy was performed using Least Absolute Shrinkage and Selection Operator LASSOO) [ 37].