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20232025
most citedOptimization of DNN-based speaker verification model through efficient quantization technique

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eess.AS2025

StableQuant: Layer Adaptive Post-Training Quantization for Speech Foundation Models

Yeona Hong, Hyewon Han, Woo-jin Chung +1

In this paper, we propose StableQuant, a novel adaptive post-training quantization (PTQ) algorithm for widely used speech foundation models (SFMs). While PTQ has been successfully…