Paper Citation Record · LEDGER

Hear the Scene: Audio-Enhanced Text Spotting

As of 11 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2412.19504.

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

pith.paper-citation-record.v1
2412.19504 v3

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:21:07.885817Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

14 of 14 outbound references displayed

verified exact1
verified fuzzy3
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e3736c0-0c32-4234-87ed-1374dbbce715 · outbound

This paper cites SPTS: Single-Point Text Spotting.

Hear the Scene: Audio-Enhanced Text Spotting SPTS: Single-Point Text Spotting

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:21:08.243152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf08b69b-0585-4048-88e9-224ba16c255b · outbound

This paper cites Wenhao Sun, Xue-Mei Dong, Benlei Cui, and Jingqun Tang.

Hear the Scene: Audio-Enhanced Text Spotting Wenhao Sun, Xue-Mei Dong, Benlei Cui, and Jingqun Tang

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.858949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba9246a-b314-43ea-950d-e636f0264b63 · outbound

This paper cites Optimal boxes: boosting end-to-end scene text recognition by adjusting annotated bounding boxes via reinforcement learning.

Hear the Scene: Audio-Enhanced Text Spotting Optimal boxes: boosting end-to-end scene text recognition by adjusting annotated bounding boxes via reinforcement learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.862859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d154a4d-4040-4e90-9a6d-ddc36b4af98f · outbound

This paper cites MaRI: Material Retrieval Integration across Domains.

Hear the Scene: Audio-Enhanced Text Spotting MaRI: Material Retrieval Integration across Domains

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.872147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9488525-4c20-4884-98c2-a7b4aa274469 · outbound

This paper cites Pgnet: Real-time arbitrarily-shaped text spotting with point gathering network.

Hear the Scene: Audio-Enhanced Text Spotting Pgnet: Real-time arbitrarily-shaped text spotting with point gathering network

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.876992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221ac8c3-4498-43ad-bd65-493db31b42b6 · outbound

This paper cites Detecting Curve Text in the Wild: New Dataset and New Solution.

Hear the Scene: Audio-Enhanced Text Spotting Detecting Curve Text in the Wild: New Dataset and New Solution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.881364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a0ad06-6139-4658-a805-234a3e2a94fa · outbound

This paper cites Icdar 2015 competition on robust reading.

Hear the Scene: Audio-Enhanced Text Spotting Icdar 2015 competition on robust reading

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:21:08.301731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 463dba09-af75-409e-a9ab-143d5bb24204 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Hear the Scene: Audio-Enhanced Text Spotting LLaVA-OneVision: Easy Visual Task Transfer

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.835018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb421500-3124-493c-90e8-6e3db399d5af · outbound

This paper cites Harmonizing Visual Text Comprehension and Generation.

Hear the Scene: Audio-Enhanced Text Spotting Harmonizing Visual Text Comprehension and Generation

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.885817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50070c02-cf12-4a36-b1ab-9051814e57b0 · outbound

This paper cites an unresolved cited work.

Hear the Scene: Audio-Enhanced Text Spotting Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:21:08.269825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a055a81-5913-41f8-ae1d-5c65edf415b0 · outbound

This paper cites Icdar 2013 robust reading competition.

Hear the Scene: Audio-Enhanced Text Spotting Icdar 2013 robust reading competition

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:21:08.317089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 38eee840-95b0-48bb-84eb-c4aab8a10d0a · outbound

This paper cites ISBN 978-3-030-58621-8.

Hear the Scene: Audio-Enhanced Text Spotting ISBN 978-3-030-58621-8

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:21:08.286019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 973347f9-4992-4b2b-9ad0-b61ebbe9ebbd · outbound

This paper cites TextSquare: Scaling up Text-Centric Visual Instruction Tuning.

Hear the Scene: Audio-Enhanced Text Spotting TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.867247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53f70042-0b80-4414-89d9-c00deccd73be · outbound

This paper cites MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark.

Hear the Scene: Audio-Enhanced Text Spotting MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T00:21:07.854835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.