Paper Citation Record · LEDGER

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula

As of 22 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2412.15655.

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

pith.paper-citation-record.v1
2412.15655 v3

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:15:51.938270Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:39:47.854823Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:39:50.349205Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy4
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4221e9c4-c722-423f-92c6-c9cbc7b476bf · outbound

This paper cites Nougat: Neural Optical Understanding for Academic Documents.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Nougat: Neural Optical Understanding for Academic Documents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.692028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9020082-0893-4cd1-8353-4088da98f46f · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.703051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1bb664e-d0c1-4d74-b7ec-d1501b999ce4 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.685096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac82213f-5266-40ef-938b-f54f00a46616 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.668859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea4c4dca-2c59-497e-a9dc-c9826967f056 · outbound

This paper cites F.; and Banchs, R.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula F.; and Banchs, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:52.649896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4290aa4d-9330-4bd4-a47f-510833297d15 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.628589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ba848bc-b5f6-4fd0-990c-82231e91ea6c · outbound

This paper cites Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.739117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae18ac53-b610-4fa0-97fc-644d6c18b64d · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.605997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80d5474f-234d-42f9-b3a7-e276d32a8ae4 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.587949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 04ed9c28-9a35-460c-bf97-fcf7b815956a · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.574276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49c649ab-7f7b-405f-8868-10ea67c523de · outbound

This paper cites H.; Li, R.; Zhang, C.; Chen, P.-Y.; and Chng, E.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula H.; Li, R.; Zhang, C.; Chen, P.-Y.; and Chng, E

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:52.557616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f619e258-943b-40b1-9c20-bb44193ade9d · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.539191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation adda9bf0-4aa1-4aa0-89db-8ded16c829ca · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.521129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 213628a3-b382-4d2a-af62-1b1f9e36858d · outbound

This paper cites MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into $LaTeX$ Formulas for Improved Readability.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into $LaTeX$ Formulas for Improved Readability

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.778066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637cb7b2-19da-456f-b9d3-54c9267ea022 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.783234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 966f6438-b71f-48ee-8347-59e31c57aa67 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.494113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1c8af5c-b649-4fc8-b981-d1431c0f4d51 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.480399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20dda9cd-4d3e-4db4-8020-6554d3cebcc1 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.466555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91042eb9-0e9f-4786-8f5c-7c817e9012dc · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.448050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4afbc41f-dbef-4d94-bbbc-2c1480b5bfdc · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.809006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f7b04a-c233-4b6a-b0bf-cb06c82e05a7 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.399448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34ced3ad-3be9-40cc-a883-8f8c3b6c7179 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.381749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8547988e-9322-4889-b312-bcbed8536c50 · outbound

This paper cites Can Generative Large Language Models Perform ASR Error Correction?.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Can Generative Large Language Models Perform ASR Error Correction?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.823891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44684f4f-ba9d-42dc-b9a8-0ee99bee7a33 · outbound

This paper cites V.; Konam, S.; and Metze, F.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula V.; Konam, S.; and Metze, F

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:52.361616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8bc88bd6-71d6-471e-aaec-72170f1646cd · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.337223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 461d88dd-fcd2-4e6a-90da-9c93fc4794dd · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.319799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc750a8d-37bb-401c-8c17-b178d31306fd · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.303508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 413572a9-24bc-465b-9d0a-087451da3a46 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.288846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3015e6a3-cb15-459d-9c4f-4490e3d95d1b · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.272600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0db097eb-1947-4ac2-9206-8469a83fb511 · outbound

This paper cites W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.869040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313c783b-3d40-4fb7-a31e-f7949337dd2f · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.873570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ccc8cc-ff53-4a37-9745-398691c9a7b4 · outbound

This paper cites Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.879117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5c2061-a127-427d-af71-497efd842753 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.243093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c657659-88da-41e6-929b-513c8f8e7e1d · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula N.; Kaiser, .; and Polosukhin, I

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.888932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 469dcc85-f44d-493f-859c-57ab86298d5a · outbound

This paper cites OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula OverleafCopilot: Empowering Academic Writing in Overleaf with Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.895666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0933c97b-a5c1-4718-a30f-9719506e4ec3 · outbound

This paper cites S.; Khatri, C.; Wang, R.; Zheng, H.; Molino, P.; Namazifar, M.; Papangelis, A.; Williams, H.; Bell, F.; and Tur, G.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula S.; Khatri, C.; Wang, R.; Zheng, H.; Molino, P.; Namazifar, M.; Papangelis, A.; Williams, H.; Bell, F.; and Tur, G

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:52.208865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d6bad4a-ac0e-4d67-83d0-b3db45390544 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.192864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e701f612-3191-4896-a792-b3fc3b332be5 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.173702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51717fd3-8dd9-4326-96db-2a5d7d8d70ca · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.158382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 961c94ca-383b-4a89-bc5a-c9303fb62d76 · outbound

This paper cites an unresolved cited work.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:52.138687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 053635ec-8fa5-4586-893b-74065e6dea03 · outbound

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

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula , " * write output.state after.block = add.period write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.932555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0c6003-1d1e-4337-b5c2-2afbe7966f73 · outbound

This paper cites write newline.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:51.938270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2f0b066e-85a7-4f27-8785-9cce5677ba35 · inbound

Intelligibility of Text-to-Speech Systems for Mathematical Expressions cites this paper.

Intelligibility of Text-to-Speech Systems for Mathematical Expressions MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:39:50.458803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.