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Pai Zhu

2 accepted papers

2025

Personalizing Keyword Spotting with Speaker Information

ICASSP 2025accepted

Keyword spotting systems often struggle to generalize to a diverse population with various accents and age groups. To address this challenge, we propose a novel approach that integrates speaker information into keyword spotting using Feature-wise Linear Modulation (FiLM), a recent method that allows…

Cited by 0SourceScholar
2023

Locale Encoding for Scalable Multilingual Keyword Spotting Models

ICASSP 2023accepted

A Multilingual Keyword Spotting (KWS) system detects spoken keywords over multiple locales. Conventional monolingual KWS approaches do not scale well to multilingual scenarios because of high development/maintenance costs and lack of resource sharing. To overcome this limit, we propose two locale-co…

Cited by 0SourceScholar