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Multiobjective Optimization

2 papers with code · Methodology

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Multiobjective Optimization Training of PLDA for Speaker Verification

25 Aug 2018sanphiee/MOT-sGPLDA-SRE14

Most current state-of-the-art text-independent speaker verification systems take probabilistic linear discriminant analysis (PLDA) as their backend classifiers.

MULTIOBJECTIVE OPTIMIZATION TEXT-INDEPENDENT SPEAKER VERIFICATION

ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

11 Jun 2019ehw-fit/tf-approximate

A suitable approximate multiplier is then selected for each computing element from a library of approximate multipliers in such a way that (i) one approximate multiplier serves several layers, and (ii) the overall classification error and energy consumption are minimized.

MULTIOBJECTIVE OPTIMIZATION