Integrating human linguistic insights into AI: theory-driven representation for multilingual text-to-speech.

Zhang C, Zeng H, Liu H, Zheng J

DOI: 10.1515/phon-2025-0072
Published: 2026 Aug 27
Container: Phonetica
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1515/phon-2025-0072,
  title = {Integrating human linguistic insights into AI: theory-driven representation for multilingual text-to-speech.},
  author = {Zhang C and Zeng H and Liu H and Zheng J},
  year = {2026},
  journal = {Phonetica},
  doi = {10.1515/phon-2025-0072},
  url = {https://doi.org/10.1515/phon-2025-0072}
}

RIS

TY  - JOUR
TI  - Integrating human linguistic insights into AI: theory-driven representation for multilingual text-to-speech.
AU  - Zhang C
AU  - Zeng H
AU  - Liu H
AU  - Zheng J
PY  - 2026
JO  - Phonetica
DO  - 10.1515/phon-2025-0072
UR  - https://doi.org/10.1515/phon-2025-0072
ER  -

APA

C, Z., H, Z., H, L., & J, Z. (2026). Integrating human linguistic insights into AI: theory-driven representation for multilingual text-to-speech.. Phonetica. https://doi.org/10.1515/phon-2025-0072

Source records

pubmed · retrieved 2026-09-25T16:24:27.926Z