Keywords: Density ratio approach
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Journal Articles

Integration of multiple acoustic information included in end-to-end ASR models via density ratio approach for Japanese language

Keigo Hojo, Yukoh Wakabayashi, Kengo Ohta, Atsunori Ogawa, Norihide Kitaoka
Journal: APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing (2026) 15 (1): 380–396.
https://doi.org/10.1108/ATSIP-01-2026-0005
Published: 31 July 2026
... approach for adapting E2E ASR models to a target domain without retraining. One representative LM integration method, the density ratio approach ( DRA ), removes implicit language information from an E2E ASR model using an external LM . Inspired by this approach, here the authors assume...
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