Paper Citation Record · LEDGER

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2412.11409.

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

pith.paper-citation-record.v1
2412.11409 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:01:33.912139Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:34:07.907336Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T04:34:07.970750Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy3
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c705524e-f197-4a1d-939c-0c3fa5483dc6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.739038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e631196-c032-4965-bc13-04bbe0c34f52 · outbound

This paper cites write newline.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.744102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5317d04d-bc0d-425d-83a1-b2e1a780c7e3 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.462181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ffb4a67a-d664-4158-8575-be662b556a44 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.446298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation acb71e47-d6c8-4f24-bbca-d13450814309 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.431945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a79ebfa7-0d48-4c24-a165-d8486079fca1 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.416672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 67654fb8-28d2-4741-824e-0d5c02c4aead · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.399707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation daace53f-7531-49e7-a731-8ac77f4de9ac · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.384054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6afcc842-ea5b-4c2d-8d9f-943ec20cf967 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.776974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b34d21b-ea50-411c-9aee-745b07d2dab8 · outbound

This paper cites Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.780829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b42dad-0124-4f16-8954-0d31983c5599 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.358773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9ff317ad-9929-4402-a93f-f0be088005fe · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.791200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ff458eb-6d03-4358-9d4f-977c5d726824 · outbound

This paper cites Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-Speech.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-Speech

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.795919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3947395a-d4de-42a0-bf82-50dbe3d93928 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.334532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2001f691-e00a-460b-b8fe-fb14d7720ec7 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.320257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1be592c6-f85d-4895-89d2-5d38ccae6684 · outbound

This paper cites I Want to Figure Things Out.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech I Want to Figure Things Out

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:01:34.306395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9574b814-ab1e-4dec-b20f-7b5d18629c11 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.292349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dd355004-bb8f-4cbb-8192-a963e173c590 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.279446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 40ae4745-caec-445a-a88f-6ae1dd587d2c · outbound

This paper cites BigVGAN: A Universal Neural Vocoder with Large-Scale Training.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech BigVGAN: A Universal Neural Vocoder with Large-Scale Training

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.823743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0978bca-366d-49ac-801b-55b80b065418 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.266073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70e70d2c-3577-409f-8edb-c6d83fec4a91 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.252060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 69526ea0-acd6-4c1a-b90b-a65febcd5a91 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.237380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7a359cd9-a89b-4151-b592-2b6075e3e73b · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.221868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 95b7c3d1-10b7-4e3d-9774-a5ee7c04d747 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.206779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 55ec6a08-cbb9-4afb-bae2-853d5c06997c · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.191700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0b52ec4d-6e79-4e64-b88e-82f8156726f0 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.176506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4ed2f487-db09-40f8-856e-fd0699c39ed2 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.162005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b48ec891-ff5a-4114-a4ff-f89f1b5c907f · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.864813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e94e569-b79c-4f41-b772-23178a59a521 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.138379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 640690fe-27a4-4af8-98ac-b369067a71bd · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.125191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 79c5ca32-baf5-4c51-a7dd-bb5b881743ab · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.112109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0c14f8f4-2d1c-4f34-80e8-7f37a6a47d4e · outbound

This paper cites N.; Tran, S.; Yao, B.; Chilimbi, T.; and Shah, M.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech N.; Tran, S.; Yao, B.; Chilimbi, T.; and Shah, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:01:34.097133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 38206b27-7f94-472a-9891-5a092783cb75 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.081238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b240567-7cb5-4136-b312-0db0ea272faa · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:01:33.891600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17aeb1c9-3e11-4734-853c-aad21ad18bd7 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.066593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 761eacb8-d295-4c79-bb62-0f9c58bee78e · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.052267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd7e2edf-23ba-465b-9cbc-7bd953f8cfcb · outbound

This paper cites C.; and YAN, S.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech C.; and YAN, S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:01:34.036847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 01a873bd-32f7-49ba-9806-04828d57aec4 · outbound

This paper cites an unresolved cited work.

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:01:34.020850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 6ece83f0-cdae-48d8-b707-a9faaa591b34 · inbound

Towards Expressive Video Dubbing with Multiscale Multimodal Context Interaction cites this paper.

Towards Expressive Video Dubbing with Multiscale Multimodal Context Interaction Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:34:07.977433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.