Paper Citation Record · LEDGER

Data Augmentation for Spoken Grammatical Error Correction

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2507.19374.

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

pith.paper-citation-record.v1
2507.19374 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:56:38.674743Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:56:38.546945Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:56:38.904521Z

Reference resolution

36 of 36 outbound references displayed

verified exact2
verified fuzzy20
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5cc73fa-57dc-4442-bba4-3fe5ba19a896 · outbound

This paper cites Data Augmentation for Spoken Grammatical Error Correction.

Data Augmentation for Spoken Grammatical Error Correction Data Augmentation for Spoken Grammatical Error Correction

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:56:38.908591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa2de932-a539-4d05-8564-10a63c019efe · outbound

This paper cites Each module is detailed below.

Data Augmentation for Spoken Grammatical Error Correction Each module is detailed below

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.200076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1922d2ce-fc1a-4250-95f8-5975d8d28f7f · outbound

This paper cites These metrics offer a systematic approach to selecting the optimal set of spoken augmented data from multiple candidates.

Data Augmentation for Spoken Grammatical Error Correction These metrics offer a systematic approach to selecting the optimal set of spoken augmented data from multiple candidates

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T17:56:39.188693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 15889102-c0c4-4e15-922e-3fa116c5afa2 · outbound

This paper cites an unresolved cited work.

Data Augmentation for Spoken Grammatical Error Correction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:56:39.177369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96c2ecc6-b443-4fcc-9bd9-590d053bd82f · outbound

This paper cites This pipeline consists of a reverse GEC model, a disfluency addition module and a TTS component.

Data Augmentation for Spoken Grammatical Error Correction This pipeline consists of a reverse GEC model, a disfluency addition module and a TTS component

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.166513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 24fcc93f-4e4b-4ba6-9cc3-516dc2ec4851 · outbound

This paper cites Grammatical Error Correction: A Survey of the State of the Art,.

Data Augmentation for Spoken Grammatical Error Correction Grammatical Error Correction: A Survey of the State of the Art,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.154545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2ad12cd2-4570-480d-8b44-b1e51db1f3c6 · outbound

This paper cites The CoNLL-2014 Shared Task on Grammatical Error Correction,.

Data Augmentation for Spoken Grammatical Error Correction The CoNLL-2014 Shared Task on Grammatical Error Correction,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.142836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e74c5d3c-d901-487e-b876-c509d08f3ce7 · outbound

This paper cites The BEA- 2019 Shared Task on Grammatical Error Correction,.

Data Augmentation for Spoken Grammatical Error Correction The BEA- 2019 Shared Task on Grammatical Error Correction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.131753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80c21671-a36b-4a40-ae47-2eda07216d1e · outbound

This paper cites Shared task on Multilingual Grammatical Error Correc- tion 2025,.

Data Augmentation for Spoken Grammatical Error Correction Shared task on Multilingual Grammatical Error Correc- tion 2025,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.119723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5479912-79e2-46a4-b801-4f5fa3fee625 · outbound

This paper cites Spoken Language ‘Gram- matical Error Correction’,.

Data Augmentation for Spoken Grammatical Error Correction Spoken Language ‘Gram- matical Error Correction’,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.109088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c63a5d39-6999-4bd7-9e8a-4cc3b2ec0e40 · outbound

This paper cites Scaling and Prompting for Improved End-to-End Spoken Grammatical Er- ror Correction,.

Data Augmentation for Spoken Grammatical Error Correction Scaling and Prompting for Improved End-to-End Spoken Grammatical Er- ror Correction,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.097564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 82b16045-8b79-4f0a-892d-ffbfbc0b3b01 · outbound

This paper cites End-to-End Spoken Grammatical Error Correction.

Data Augmentation for Spoken Grammatical Error Correction End-to-End Spoken Grammatical Error Correction

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:56:38.893231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b18f3b9-eb1d-4ded-8155-21746af7184b · outbound

This paper cites Minimally- Augmented Grammatical Error Correction,.

Data Augmentation for Spoken Grammatical Error Correction Minimally- Augmented Grammatical Error Correction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.084755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 53285c3a-74f0-4da4-a490-4b47587cf5b6 · outbound

This paper cites Optimizing the impact of data augmentation for low-resource grammatical error correction,.

Data Augmentation for Spoken Grammatical Error Correction Optimizing the impact of data augmentation for low-resource grammatical error correction,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.596862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88e8a24-068d-44d1-9c79-f3ef0266babc · outbound

This paper cites Comparison of Grammatical Error Correction Using Back- Translation Models,.

Data Augmentation for Spoken Grammatical Error Correction Comparison of Grammatical Error Correction Using Back- Translation Models,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.070424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8a9bbc02-f8be-419a-84c8-cb50fd647ca3 · outbound

This paper cites To Err Is Human, but Llamas Can Learn It Too,.

Data Augmentation for Spoken Grammatical Error Correction To Err Is Human, but Llamas Can Learn It Too,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.058534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7816ac0-d4eb-428d-94d7-32dd49a9fda9 · outbound

This paper cites Artificial disfluency detection, uh no, disfluency generation for the masses,.

Data Augmentation for Spoken Grammatical Error Correction Artificial disfluency detection, uh no, disfluency generation for the masses,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.047104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fced1de6-80fc-4de9-82eb-e5d4f010a8c0 · outbound

This paper cites Automatic Assessment of English as a Second Lan- guage,.

Data Augmentation for Spoken Grammatical Error Correction Automatic Assessment of English as a Second Lan- guage,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.034629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b97853d4-d5e3-41cc-9e5d-02cb509c723d · outbound

This paper cites Text Generation with Speech Synthesis for ASR Data Augmentation.

Data Augmentation for Spoken Grammatical Error Correction Text Generation with Speech Synthesis for ASR Data Augmentation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.614363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64b81a3-ed76-4e88-9d19-2772820146f1 · outbound

This paper cites SynthASR: Un- locking synthetic data for speech recognition,.

Data Augmentation for Spoken Grammatical Error Correction SynthASR: Un- locking synthetic data for speech recognition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.022252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation faba6c6a-e64a-447e-bc60-d955006af80c · outbound

This paper cites Speak & Improve Corpus 2025: an L2 English Speech Corpus for Language Assessment and Feedback,.

Data Augmentation for Spoken Grammatical Error Correction Speak & Improve Corpus 2025: an L2 English Speech Corpus for Language Assessment and Feedback,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.621762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92cbfa4b-d337-4549-aeff-1bfc99467768 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Gener- ation, Translation, and Comprehension,.

Data Augmentation for Spoken Grammatical Error Correction BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Gener- ation, Translation, and Comprehension,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.625312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e06d9a3-29a1-4f9d-adcc-bf599303ed3e · outbound

This paper cites Speak & Improve Challenge 2025: Tasks and Baseline Systems.

Data Augmentation for Spoken Grammatical Error Correction Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.628852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299042af-eafa-48a7-8c42-e92503827199 · outbound

This paper cites Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction,.

Data Augmentation for Spoken Grammatical Error Correction Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:39.003451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0660e0d-3b63-4999-84c3-01c4fa557fc5 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Data Augmentation for Spoken Grammatical Error Correction F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.636181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316bbdcf-7bb4-43ad-915d-34354705464a · outbound

This paper cites Scalable diffusion models with transform- ers,.

Data Augmentation for Spoken Grammatical Error Correction Scalable diffusion models with transform- ers,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.639831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72fbadb3-60d1-4e5c-811b-beb06e6981b3 · outbound

This paper cites V oiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild,.

Data Augmentation for Spoken Grammatical Error Correction V oiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:38.985309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eee8997b-00f4-49ec-804d-51e13dff6373 · outbound

This paper cites Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling.

Data Augmentation for Spoken Grammatical Error Correction Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.646950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a737fce-476e-4b7f-8e7c-61e824184bce · outbound

This paper cites YourTTS: Towards zero-shot multi-speaker TTS and zero-shot voice conversion for everyone,.

Data Augmentation for Spoken Grammatical Error Correction YourTTS: Towards zero-shot multi-speaker TTS and zero-shot voice conversion for everyone,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:38.974113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eda172e8-6208-46f7-91c2-8f0114aa0593 · outbound

This paper cites XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model,.

Data Augmentation for Spoken Grammatical Error Correction XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.654093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f08911-118f-456e-b881-ffb1c2015482 · outbound

This paper cites Towards Human-Sounding TTS,.

Data Augmentation for Spoken Grammatical Error Correction Towards Human-Sounding TTS,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:38.956174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c5305e79-46fd-4643-b623-795289242d06 · outbound

This paper cites pyannote.audio 2.1 speaker diarization pipeline: prin- ciple, benchmark, and recipe,.

Data Augmentation for Spoken Grammatical Error Correction pyannote.audio 2.1 speaker diarization pipeline: prin- ciple, benchmark, and recipe,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:38.945172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 93b6d224-0aa4-4aa7-884b-244b8860e935 · outbound

This paper cites Towards End-to-End Spoken Grammatical Error Correction,.

Data Augmentation for Spoken Grammatical Error Correction Towards End-to-End Spoken Grammatical Error Correction,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.664701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e011e743-ec5a-4452-a71f-36f732ad9977 · outbound

This paper cites Ludlow, Official Quick Guide to Linguaskill.

Data Augmentation for Spoken Grammatical Error Correction Ludlow, Official Quick Guide to Linguaskill

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.667893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c6a413-b609-478e-bd43-72a4a6f1f680 · outbound

This paper cites Speak & Improve: L2 English Speaking Practice Tool,.

Data Augmentation for Spoken Grammatical Error Correction Speak & Improve: L2 English Speaking Practice Tool,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:56:38.920398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 37a97938-70b3-4754-ac77-c0a7ef5fbc0f · outbound

This paper cites Cambridge: Cambridge University Press, 2001.

Data Augmentation for Spoken Grammatical Error Correction Cambridge: Cambridge University Press, 2001

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T17:56:38.674743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a5cc73fa-57dc-4442-bba4-3fe5ba19a896 · inbound