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arxiv: 2510.10785 · v2 · submitted 2025-10-12 · 💻 cs.SD

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

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classification 💻 cs.SD
keywords accentconversionidentitymodificationcontrollableexplicitforeignpreservation
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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.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. Accent Conversion: A Problem-Driven Survey of Sociolinguistic and Technical Constraints

    cs.SD 2026-04 unverdicted novelty 2.0

    The survey reviews the evolution of accent conversion from early DSP approaches to neural models, situating them in linguistic foundations and highlighting constraints, datasets, evaluations, and future directions.