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cs.SD2024

Full-Rank No More: Low-Rank Weight Training for Modern Speech Recognition Models

Adriana Fernandez-Lopez, Shiwei Liu, Lu Yin +2

This paper investigates the under-explored area of low-rank weight training for large-scale Conformer-based speech recognition models from scratch. Our study demonstrates the viabi…