FAC-FACodec: Controllable Zero-Shot Foreign Accent Conversion with Factorized Speech Codec

Previous accent conversion (AC) methods, including foreign accent conversion (FAC), lack explicit control over the degree of modification. Because accent modification can alter the perceived speaker identity, balancing conversion strength and identity preservation is crucial. We present an AC framework that provides an explicit, user-controllable parameter to adjust the strength of pronunciation-level accent modification. Results show performance comparable to recent AC systems, stronger preservation of speaker identity, and unique support for controllable accent conversion.

Publication Details

Journal
ArXiv.org
Published
2025-10-12
Primary Topic
Phonetics and Phonology Research
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article
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article

FAC-FACodec: Controllable Zero-Shot Foreign Accent Conversion with Factorized Speech Codec

ArXiv.org
Phonetics and Phonology Research
article

FAC-FACodec: Controllable Zero-Shot Foreign Accent Conversion with Factorized Speech Codec

article en

Abstract

Previous accent conversion (AC) methods, including foreign accent conversion (FAC), lack explicit control over the degree of modification. Because accent modification can alter the perceived speaker identity, balancing conversion strength and identity preservation is crucial. We present an AC framework that provides an explicit, user-controllable parameter to adjust the strength of pronunciation-level accent modification. Results show performance comparable to recent AC systems, stronger preservation of speaker identity, and unique support for controllable accent conversion.

ArXiv.org
Openalex Percentile: Top 42%
Phonetics and Phonology Research
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FAC-FACodec: Controllable Zero-Shot Foreign Accent Conversion with Factorized Speech Codec · ArXiv.org (2025) | TGRS Research Map | TGRS