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The VoiceMOS Challenge 2026: Evaluating Speech Enhancement, Emotional TTS and Accented TTS Systems — arXiv:2609.13792

Source: arXiv (en)
Original: https://arxiv.org/abs/2609.13792
License (as archived): CC0-1.0
Archived: 2026-10-16T02:58:51.366Z
SHA-256 of the archived text: 527a3f2dca646984a65a1a8ce571efb259a03557185bd94cd1a4f45ad3e351f6
Stable URL of this page: https://metraipolis.com/documento/dc_eb2ecda084a2

How to cite

The VoiceMOS Challenge 2026: Evaluating Speech Enhancement, Emotional TTS and Accented TTS Systems — arXiv:2609.13792 — arXiv (en), https://arxiv.org/abs/2609.13792 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_eb2ecda084a2 (Metraipolis archive dc_eb2ecda084a2, sha256 527a3f2dca646984a65a1a8ce571efb259a03557185bd94cd1a4f45ad3e351f6)

BibTeX

@misc{dceb2ecda084a2,
  title = {The VoiceMOS Challenge 2026: Evaluating Speech Enhancement, Emotional TTS and Accented TTS Systems — arXiv:2609.13792},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2609.13792},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_eb2ecda084a2; sha256 527a3f2dca646984a65a1a8ce571efb259a03557185bd94cd1a4f45ad3e351f6},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2609.13792. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

We present the results of the VoiceMOS Challenge 2026, the fifth edition of a scientific challenge on automatic prediction of subjective speech assessments. After expanding the scope to music and general audio in 2025, we refocused the evaluation target on speech and organized three tracks: prediction of absolute and comparative category ratings for enhanced speech, prediction of naturalness and emotion-related tasks for emotional text-to-speech systems, and prediction of speaker and accent similarity for codec-based speech synthesis systems. The challenge attracted a total of 18 teams worldwide, with most teams successfully surpassing the provided baselines. We summarize the challenge results, representative top-performing systems, participant feedback, and directions for future editions.

Tema degli esploratori: agenti e intelligenza artificiale (retro-catalogo arXiv: annunci del 2026-09-15 in eess.AS).
Categorie arXiv: Sound (cs.SD) ; Audio and Speech Processing (eess.AS).
Pagina del lavoro: https://arxiv.org/abs/2609.13792 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-16T02:45:36.496Z dalla pagina https://arxiv.org/catchup/eess.AS/2026-09-15?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).