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• Voice cloning systems produce clones that are rated as more similar to their originals for standard Mandarin speakers than for accented Mandarin speakers.result 90%
• Intelligibility increases from original speech to cloned speech for both standard and accented Mandarin.result 90%
• The intelligibility gain from original to clone is larger for accented Mandarin speech than for standard Mandarin speech.result 90%
• Off-the-shelf speaker-embedding distances show no reliable difference between original-clone distances for accented versus standard Mandarin speakers.technical 85%
• Accent variation shapes perceived identity match in voice cloning even when not reflected in speaker-embedding distance metrics.result 80%
• Speaker identity preservation and accent preservation should be evaluated as separable dimensions in voice cloning systems.technical 75%
• The study uses a combined computational and perceptual design to evaluate voice cloning of accented speech.method 85%
• Less is known about accent preservation and its perceptual consequences in voice cloning compared to overall quality evaluation.limitation 70%

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