Project

LAFlowSE: Locally aligned flow matching-based speech enhancement Seonggyu Lee Gwangju Institute of Science and Technology (GIST), Republic of Korea Technical Report: Seongqjini-TR-2026-003 First posted: September 28, 2026 Current version: v0.1 — September 28, 2026 PDF | BibTeX Abstract Keywords: speech enhancement; flow matching; FlowSE; rectified flow; local alignment; one-step generation 1. Introduction Generative speech enhancement … Read more

Correcting Reverse Process with FlowSE Seonggyu Lee Gwangju Institute of Science and Technology (GIST), Republic of Korea Technical Report: Seongqjini-TR-2026-002 First posted: September 27, 2026 Current version: v0.4 — October 2, 2026 PDF | BibTeX Abstract Keywords: speech enhancement; flow matching; FlowSE; correcting reverse process; fine-tuning 1. Introduction Recently, diffusion-based speech enhancement (SE) models [1],[2],[3],[4] … Read more

One-step flow matching-based speech enhancement via interpolated mean-vector-field self-distillation Seonggyu Lee Gwangju Institute of Science and Technology (GIST), Republic of Korea Technical Report: Seongqjini-TR-2026-001 First posted: September 6, 2026 Current version: v0.3 — September 27, 2026 PDF | BibTeX Abstract Keywords: speech enhancement; flow matching; one-step generation; knowledge distillation; mean vector field 1. Introduction Speech … Read more