Paper Citation Record · LEDGER

AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1611.09207.

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

pith.paper-citation-record.v1
1611.09207 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:28:00.137013Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-17T00:30:51.348619Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 01d2aff0-0fdd-4d15-a40a-b1f22cb190f5 · inbound

Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound cites this paper.

Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-05-17T00:30:51.352434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d832d82-6e22-446a-a8ad-6fc86894596d · inbound

SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit cites this paper.

SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:28:00.137013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1983489-b854-4836-aa1b-fdb7682379f2 · inbound

SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction cites this paper.

SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.644998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7213e69e-0a3c-424f-8c0b-bb58f7aa9094 · inbound

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations cites this paper.

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Reference 295

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:47.256045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.