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eess.AS2026
One-Step Voice Conversion by Learning kNN Transport in WavLM Space
Anton Selitskiy, David Millard
Voice conversion (VC) systems fall into two families: non-parametric embedding-space methods, which need no trained model but degrade on short target utterances, and spectrogram-ba…
math.OC2026
Stability of the Monge Map in Semi-Dual Optimal Transport
Anton Selitskiy, David Millard
This paper shows that the semi-dual formulation of the optimal transport problem has a degenerate saddle-point structure, and that its numerical solution is equivalent to solving a…