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Paper Citation Record · LEDGER

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech

As of 22 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2504.20447.

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

pith.paper-citation-record.v1
2504.20447 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:32:30.729807Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:16:56.066230Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:41:29.588781Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f862c5d-682d-4f80-81a9-c575e6250352 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.909101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.684545Z digest=sha256:d90ce0b8e28fc5eee8b3b7b4b5ce64eff0f4e98403a3aafe0da323a87b79b1f1

Observation d69f4433-87bb-4326-8792-3ccb2c6b17fa · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.897977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.689704Z digest=sha256:fe6887d3a781463f60cc115cd6563ea32ca7c85e1b2ba02f8236518d94d2e484

Observation ddf9c8fa-fe08-4b69-8e44-3e9bbb0c7f73 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.886584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.693011Z digest=sha256:f896c571cdabfd86ddefa989318ae1481c89e20dcf05ebfca7e010bcac33c072

Observation 3be57cf7-54f6-4112-8bad-c174ffbb5257 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.863493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.699547Z digest=sha256:c41a2f0c1c117b49753c54ed772815cc84219db8f60fedc425e276b6245bf893

Observation 389f1bd0-36c8-4c04-b603-b76e7dc22d9f · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.852186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.703414Z digest=sha256:5e5def767dd98fd625417d823f34341b8d1b09c67b065b2155c52fb6ce8a191e

Observation 13c628f4-1381-487d-a67d-d054578e366a · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.838890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.707222Z digest=sha256:760341d791700ca873efa892c0a9fad8497157419523cd07456af84b96e9d94c

Observation db329bbb-3490-4f8d-a2d3-0f4158973cb8 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.825117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.711279Z digest=sha256:1ce44c75ec6b8a0c4c9c378363f1fba7e42d66ab6483ae125a21b91978a0caeb

Observation 89e0547d-48d7-4eb0-a10b-25cc2e906a95 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.811674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.715167Z digest=sha256:9a9eae28832c6422367965bc5f18299afc587a52aebb00313ddd788f949ceda0

Observation 09491143-1cd9-4fdc-bed6-4c6ba8d6a1a2 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.799566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.718787Z digest=sha256:e3407b3676518ecf1777a0a21dcaa35d89ac8e4a11802f192136b90024567908

Observation fc015474-1f32-4a86-a535-f70e8ca44563 · outbound

This paper cites an unresolved cited work.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:32:30.788280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.722358Z digest=sha256:57ae34e5074010b718eb7ccb28821b280fbb1a0609e4d80cc9a2faaccbc27b93

Observation 6708173d-605b-47bc-bd42-ff404e4b6c64 · outbound

This paper cites Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, and Yu Tsao.

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, and Yu Tsao

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:32:30.761065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.729807Z digest=sha256:911e99e9bc02fbb4a750d455a2023d87d9eba121aca70c75e3ba69051d5deeb2

Observation 64f23e5a-ca6f-4f34-9da9-09368e34dbdb · outbound

This paper cites In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:32:30.874947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.696124Z digest=sha256:999328494acf71bc5129af9b01160ade8c00e29aa6f10b787b7879d2e031923f

Observation e46bd406-ab51-459b-a513-11ad396ea1ed · outbound

This paper cites In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:32:30.774885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T05:32:30.726059Z digest=sha256:7f3b173680e0edc8dc851ccc8b1953d06e02724e29c2fd94e92dd7b6e85e72e2

Pith citing papers

Observation 83e39c97-ec97-486e-a77b-473dd56ec2ef · inbound

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction cites this paper.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T10:16:56.066230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:16:56.066230Z digest=sha256:7bf413c38c9eacc42ac2079dd2c5957a0ee258bf081732ced25bb9ea2c9e0165

Observation 503cd902-22de-4b33-bf04-42bcbd2a8250 · inbound

Deep Learning for Personalized Binaural Audio Reproduction cites this paper.

Deep Learning for Personalized Binaural Audio Reproduction APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech

Reference 130

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:41:29.675703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T13:41:12.226018Z digest=sha256:7caa2ac7a884b9ef2bdaeb56e0a568968b7bb93f2bf6f6ff41c394a30f2855c8