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Paper Citation Record · LEDGER

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.09930.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.09930 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:16:51.818816Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb186f30-0364-4812-98a4-b79a5ea7b199 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.175550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.739925Z digest=sha256:8fb9aa2a40c95eaa07f07ad984913d4ff87bb33a42d73e82a37058bdede7f4a9

Observation 88e8580f-1e71-4c4a-8b03-9220b5e6fb96 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.163443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.743740Z digest=sha256:f3831f9e086d72b77aa300fd1244ccd023ee00a42277f46b4fa82291f58d707d

Observation 4a24557b-3ec6-4376-9e8f-6c788628502b · outbound

This paper cites Do not swap schwas in fully reduced syllables (inaudible in synthesis).

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Do not swap schwas in fully reduced syllables (inaudible in synthesis)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.152433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.747105Z digest=sha256:ddd6e03a7dda5623fafbd0a11ee43a77d706b80f42431a65517386e5e9491f4a

Observation 74a0388b-7443-4cbe-9692-2bbcad6746b7 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.139879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.750872Z digest=sha256:21e7699eef9bfb58e99592af92880789a09280d9a038bfd05c5ccec09d1912b7

Observation 142e7eb2-bf10-407e-be2d-b99eb8084e87 · outbound

This paper cites Do not introduce ÉŽ, Éń, É¿, ÊŤ, length marks, or diacritics absent from the table; write ÉŽ as Éİ (stressed) or ÉŹ|Éź (unstressed).

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Do not introduce ÉŽ, Éń, É¿, ÊŤ, length marks, or diacritics absent from the table; write ÉŽ as Éİ (stressed) or ÉŹ|Éź (unstressed)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.129673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.756529Z digest=sha256:c20ddd0d53318b8f8cf0b9977acc8259ad934542cf7e8bdac88c2d310da42465

Observation d73b365b-6d00-4f4a-8269-9198e53c0951 · outbound

This paper cites target_word.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions target_word

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.117591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.762692Z digest=sha256:4e9d9f068dae99f3ed572253b6883cf555c601f2a00048ac7cb6e898cc296f40

Observation cab3fd6b-bd3a-4aab-8e74-46048f00a9c2 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:51.961806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.818816Z digest=sha256:d5c7e6fcf4d65770cda5ab245cd56e990ee2deb1c2436b62dfeaaf2d92b594a6

Observation 5dcb38d4-eee1-4092-9ff9-f03364817d48 · outbound

This paper cites If monosyllabic, return an empty versions array.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions If monosyllabic, return an empty versions array

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.107142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.766721Z digest=sha256:a8e8a14fcf1f981bcd21d5488993dfd6431023bec788dbb926099eb416a435b3

Observation dec1d040-9641-4e9e-a528-e146ec2a7c24 · outbound

This paper cites If a secondary stress exists, swapping primary and secondary is preferred.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions If a secondary stress exists, swapping primary and secondary is preferred

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.097038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.771107Z digest=sha256:f50eaa02b481f38818dd517fa33c4d2901b5bbafba6a89d4869d92c69865a154

Observation 4cecae94-9a8d-4761-9645-8207e0d88d0d · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.086521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.774853Z digest=sha256:f06441d515bbe5e781e145e21eae512802823b43791fec366360545bbe5ded31

Observation 9f4311d6-bfdd-4ef3-95eb-679ce7e49889 · outbound

This paper cites that” as demonstrative→ function word; “that.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions that” as demonstrative→ function word; “that

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.075890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.778656Z digest=sha256:7f1f0fa3c078bee41c51b2b01fcf5fc50aea2d999452ef5c10ebe9904fa1b9fa

Observation af4e92fa-bdbc-4904-9662-1a20ca3a8639 · outbound

This paper cites Sentence-final punctuation stays outside any quoted span.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Sentence-final punctuation stays outside any quoted span

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.064559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.782453Z digest=sha256:524d55b4e54c45c050e46f711d03018cbb2afc5ab19e86c1a69025f0b43deb0c

Observation 43cc34c8-6ea8-450a-92a5-e0afa0bd94a3 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.053006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.786655Z digest=sha256:e12de553edf1d5168a0cf004093b035cfe18c8c9a692f1352c96968181ffd1e7

Observation c2a61eb3-ab6e-4ce5-9384-7f5933006cca · outbound

This paper cites stress" (used for folder naming). {.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions stress" (used for folder naming). {

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.043333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.791179Z digest=sha256:bb50a3330b8a1a71d8ba6d1a3927ffe5f42b3c4b8b4dee6bc696533cd679fe55

Observation 10f2a6dc-0fd0-45e3-8fa3-2f3aa5da728e · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.032696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.795371Z digest=sha256:75056b71a7a6c9ba18b18f8580d34053007bbf26c1730aafab5a8e9b4e01f4f9

Observation aa215347-0c6a-42dc-93b5-9c01024ca1ab · outbound

This paper cites artifacts.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions artifacts

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.021329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.799897Z digest=sha256:82b94cd435f427cc280ad78f8819853b36fea646d4d08e5631b5b00cc9013f81

Observation 3d43f0af-5bd7-4450-8c92-b9afc4719606 · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:52.008965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.803507Z digest=sha256:2fbc7d23d370a4fd85745a328447684b7e3948cad26ce87c28325df6d5616104

Observation 57c518d7-4cd6-47bd-82b5-6726817a77ef · outbound

This paper cites an unresolved cited work.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:16:51.997807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.807307Z digest=sha256:b6bd46b379ad00491335adf9e9aa419837338f0575e4b16bfa1f769fbc6638d7

Observation c804f934-faf8-4c71-bf73-80b31f62a836 · outbound

This paper cites Use throughout for diffuse artifacts (noise, compression, hum).

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Use throughout for diffuse artifacts (noise, compression, hum)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:51.985555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.811504Z digest=sha256:fb3441f44f5b9161fa30fac91d9a1a72f00098ef9e145071faab824fb1d5a4ed

Observation 93d0a020-8f81-4928-8dac-750c74d58636 · outbound

This paper cites A sharp digital stutter interrupts the stressed vowel of ‘eclipse’, looping a tiny slice twice before the sentence continues.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions A sharp digital stutter interrupts the stressed vowel of ‘eclipse’, looping a tiny slice twice before the sentence continues

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:51.973233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.815084Z digest=sha256:0728db10135a59b4cdb5e554d8d1834fee69d63357add148ecd8bf66145b8640

Observation af1f11d7-7238-4c5d-a8ad-5e5500768f81 · outbound

This paper cites InNIPS 2016 End-to-end Learning for Speech and Audio Processing Work- shop.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions InNIPS 2016 End-to-end Learning for Speech and Audio Processing Work- shop

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.187082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.726340Z digest=sha256:9f92665f5269416582d6a978e9ee1b8223d52a870c0b24a4b0ec112837abcc06

Observation fc804cfa-9478-4d6f-a2aa-da9651c2ac90 · outbound

This paper cites Journal of Speech, Language, and Hearing Research, 60(1):190–198.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions Journal of Speech, Language, and Hearing Research, 60(1):190–198

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:16:52.197645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.711756Z digest=sha256:fb9f292a0cd4a34e96f53c622c4de11a00024bb1d34e3d0e979c441645ca76ba

Observation 2a50e313-854d-4e6a-9786-3c456ff2992d · outbound

This paper cites A Survey on Neural Speech Synthesis.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions A Survey on Neural Speech Synthesis

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-11T04:16:51.730328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:16:51.730328Z digest=sha256:f485d847467faf69359fe68ce3e5102524967852588445b3001f8eea16daf153

Observation 4b6ba261-7c75-48f4-9da5-43a62f869c33 · outbound

This paper cites She will lead the group to the lead mine.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions She will lead the group to the lead mine

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-11T04:16:51.735107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:16:51.735107Z digest=sha256:eb0a8e9f1b0daed53c095a58504ea75713d990ea1cffea0f821c3f8d852aab1c

Observation 27d24f65-634f-4ad1-82b2-718fbce1351a · outbound

This paper cites SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?

Reference 2023

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T04:16:51.949377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T04:16:51.717069Z digest=sha256:82a4451e257b141ed46ddd24fdbd68007a4953e82e50a359c98bea551e5d1047

Observation 19601c4e-067d-4dc4-ac06-f51e5edc8609 · outbound

This paper cites NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets.

Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-11T04:16:51.721966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:16:51.721966Z digest=sha256:4630990ccb2f5bfca3286c75fe76e6f94965c91d26925052168f3dbf541d5e97

Pith citing papers

No inbound Pith citation observations are available.