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New TTS system BlueMagpie-TTS targets Taiwanese Mandarin code-switching

Researchers have developed BlueMagpie-TTS, a novel text-to-speech system specifically tailored for Taiwanese Mandarin and code-switching speech. The system introduces PangolinTokenizer, a byte-level tokenizer optimized for Taiwanese data, achieving a lower token rate than existing methods. It also features Barbet, a large language model trained on this tokenizer, which excels in semantic understanding for Traditional Chinese. By integrating Barbet with a fixed acoustic model from VoxCPM2, BlueMagpie-TTS significantly reduces character and word error rates, demonstrating superior performance in a blind listening study. AI

IMPACT This research offers a specialized TTS solution for Taiwanese Mandarin, potentially improving accessibility and user experience for speakers of this dialect.

RANK_REASON The cluster describes a new academic paper detailing a novel TTS system and its components.

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New TTS system BlueMagpie-TTS targets Taiwanese Mandarin code-switching

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COVERAGE [2]

  1. arXiv cs.CL TIER_1 English(EN) · Ho Lam Chung, Bo-Xuan Zheng, Cheng-Chieh Huang, Cheng-Han Chang, Jung-Ching Chen, Lok-Lam Ieong, Ting-Lin Hsiao, Yu-Cheng Lee, Yi-Hsin Chung, Yu-Kai Guo, Hung-yi Lee ·

    BlueMagpie-TTS: A Token-Efficient Tokenizer, Language Model, and TTS for Taiwanese-Accent Code-Switching Speech

    arXiv:2607.06054v1 Announce Type: cross Abstract: Off-the-shelf TTS systems are poorly adapted to Taiwanese Mandarin. Their accent defaults to other Mandarin variants, their tokenizers over-segment common Taiwanese text, and their pronunciation degrades at code-switching boundari…

  2. arXiv cs.CL TIER_1 English(EN) · Hung-yi Lee ·

    BlueMagpie-TTS: A Token-Efficient Tokenizer, Language Model, and TTS for Taiwanese-Accent Code-Switching Speech

    Off-the-shelf TTS systems are poorly adapted to Taiwanese Mandarin. Their accent defaults to other Mandarin variants, their tokenizers over-segment common Taiwanese text, and their pronunciation degrades at code-switching boundaries where Chinese and English alternate within one …