Paper Citation Record · LEDGER

Towards few-shot isolated word reading assessment

As of 21 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2507.12217.

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

pith.paper-citation-record.v1
2507.12217 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:03.575329Z

measured 37 of 37 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:00.006376Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:49:30.180941Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy31
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7cb4de3e-efc9-4859-b65f-5259680bb33e · outbound

This paper cites kat” “hond.

Towards few-shot isolated word reading assessment kat” “hond

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:08.661376Z

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 09d18993-84a8-4fad-a55a-e7ebf7a8afed · outbound

This paper cites Towards few-shot isolated word reading assessment.

Towards few-shot isolated word reading assessment Towards few-shot isolated word reading assessment

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:00.006376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5a07cd-f9f5-412c-a40d-d8e5d14b459e · outbound

This paper cites muis” as impostor for “huis.

Towards few-shot isolated word reading assessment muis” as impostor for “huis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:08.546044Z

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 245598d3-3c66-40e3-b6c6-ea933ff96db1 · outbound

This paper cites boom” “hond.

Towards few-shot isolated word reading assessment boom” “hond

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:08.330212Z

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 295b8b4e-65f4-410d-90a7-025dfc054455 · outbound

This paper cites an unresolved cited work.

Towards few-shot isolated word reading assessment Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:08.139403Z

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 2cf4de56-ce92-4718-a815-83d006a0360a · outbound

This paper cites This work was supported by a grant from the Het Jan Marais Fonds (HJMF).

Towards few-shot isolated word reading assessment This work was supported by a grant from the Het Jan Marais Fonds (HJMF)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.911788Z

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 5eb47c58-56f2-4a19-88df-0fca10514157 · outbound

This paper cites Automatic assessment of expressive oral reading,.

Towards few-shot isolated word reading assessment Automatic assessment of expressive oral reading,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.664837Z

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 1881df47-880e-454a-9dc5-e43d93c31090 · outbound

This paper cites Validation of automated scoring of oral reading,.

Towards few-shot isolated word reading assessment Validation of automated scoring of oral reading,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.479820Z

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 e838da32-a7fc-4bb7-8b8d-b2606177245e · outbound

This paper cites A framework for large-scale automatic fluency assessment,.

Towards few-shot isolated word reading assessment A framework for large-scale automatic fluency assessment,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.327141Z

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 434516de-bd4c-4ae2-8af4-6116bc983dea · outbound

This paper cites An ASR-based reading tutor for practicing reading skills in the first grade: Improv- ing performance through threshold adjustment,.

Towards few-shot isolated word reading assessment An ASR-based reading tutor for practicing reading skills in the first grade: Improv- ing performance through threshold adjustment,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.166526Z

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 7721ae31-9312-4e6e-b4a8-9916e37b4dbe · outbound

This paper cites Reading accuracy assessment in first graders: Comparing assess- ments by teachers and machines,.

Towards few-shot isolated word reading assessment Reading accuracy assessment in first graders: Comparing assess- ments by teachers and machines,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:07.050507Z

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 7ae1c9a9-06de-4baf-957f-1f09840f48a0 · outbound

This paper cites Can artificial intelligence identify reading flu- ency and level? Comparison of human and machine performance,.

Towards few-shot isolated word reading assessment Can artificial intelligence identify reading flu- ency and level? Comparison of human and machine performance,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.912779Z

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 f47f3c22-c310-43da-9148-611f52a2b341 · outbound

This paper cites Analysis of chil- dren’s speech: Duration, pitch and formants,.

Towards few-shot isolated word reading assessment Analysis of chil- dren’s speech: Duration, pitch and formants,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.757611Z

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 a21547b1-8340-4a07-b0b8-b71b839d0551 · outbound

This paper cites On the difficulties of automatic speech recognition for kindergarten-aged children,.

Towards few-shot isolated word reading assessment On the difficulties of automatic speech recognition for kindergarten-aged children,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.616600Z

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 742b47ef-77a0-4e2b-bb6d-f4872eef7693 · outbound

This paper cites Automatic speech recognition (ASR) systems for children: A systematic literature review,.

Towards few-shot isolated word reading assessment Automatic speech recognition (ASR) systems for children: A systematic literature review,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.475493Z

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 a2a6ad56-66c9-4540-ba47-5b43a9b4cb95 · outbound

This paper cites A survey about ASR for children.

Towards few-shot isolated word reading assessment A survey about ASR for children

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.309646Z

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 6710e903-a366-46d3-baaf-50d5055792e2 · outbound

This paper cites Speech recognition for automatically assessing Afrikaans and isiXhosa preschool oral narratives,.

Towards few-shot isolated word reading assessment Speech recognition for automatically assessing Afrikaans and isiXhosa preschool oral narratives,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.182900Z

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 cd96b53c-6fa2-4f72-90ad-3e08a4f3614b · outbound

This paper cites Acoustic word embed- dings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation,.

Towards few-shot isolated word reading assessment Acoustic word embed- dings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:06.030543Z

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 1e1d51e0-59a1-4941-ab12-742bff66b7b1 · outbound

This paper cites Unsupervised cross-lingual representation learning for speech recognition,.

Towards few-shot isolated word reading assessment Unsupervised cross-lingual representation learning for speech recognition,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.876600Z

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 e2689c18-5a9a-453d-9303-1d24d1ad4f4c · outbound

This paper cites A comparison of discrete and soft speech units for improved voice conversion,.

Towards few-shot isolated word reading assessment A comparison of discrete and soft speech units for improved voice conversion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.754071Z

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 09cb34ab-8972-4ba0-93c8-ec21d1bdba70 · outbound

This paper cites Mel frequency cepstral coef- ficient and its applications: A review,.

Towards few-shot isolated word reading assessment Mel frequency cepstral coef- ficient and its applications: A review,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.575426Z

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 a9f4c76b-bfd3-4a42-8d6f-bad00e14fa66 · outbound

This paper cites HuBERT: Self-supervised speech representa- tion learning by masked prediction of hidden units,.

Towards few-shot isolated word reading assessment HuBERT: Self-supervised speech representa- tion learning by masked prediction of hidden units,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.441852Z

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 a32b8596-9b42-444b-be02-3bf8f552d2de · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

Towards few-shot isolated word reading assessment WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.334684Z

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 3c58d694-2e98-4560-b964-5565e1335677 · outbound

This paper cites mHuBERT-147: A Compact Multilingual HuBERT Model,.

Towards few-shot isolated word reading assessment mHuBERT-147: A Compact Multilingual HuBERT Model,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.180200Z

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 52ee5755-3b7b-4a60-8029-154397153ecf · outbound

This paper cites Spoken-term discovery using discrete speech units,.

Towards few-shot isolated word reading assessment Spoken-term discovery using discrete speech units,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:05.043930Z

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 1daf68ea-ddaf-4418-814f-4ef27766a66c · outbound

This paper cites Are discrete units neces- sary for spoken language modeling?.

Towards few-shot isolated word reading assessment Are discrete units neces- sary for spoken language modeling?

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.891530Z

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 9ed04376-1445-4eb4-891d-15bfddf1f2b3 · outbound

This paper cites A global averaging method for dynamic time warping, with applications to clustering,.

Towards few-shot isolated word reading assessment A global averaging method for dynamic time warping, with applications to clustering,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.784869Z

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 c07844d5-ef79-480c-a528-b5a2319b9e21 · outbound

This paper cites Median strings,.

Towards few-shot isolated word reading assessment Median strings,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.626899Z

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 43c255f2-d062-4fc3-a7de-85df78039bd2 · outbound

This paper cites Robust speech recognition via large-scale weak su- pervision,.

Towards few-shot isolated word reading assessment Robust speech recognition via large-scale weak su- pervision,

Reference 29

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Source-reported events for the cited work

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Observation d9970422-e551-4fe3-b563-8b9382b5ce83 · outbound

This paper cites Scikit-learn: Machine learning in python,.

Towards few-shot isolated word reading assessment Scikit-learn: Machine learning in python,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.480741Z

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 faad95f5-9fd7-49f2-8c24-cd94b0c2763e · outbound

This paper cites Target speaker ASR with Whisper,.

Towards few-shot isolated word reading assessment Target speaker ASR with Whisper,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.321897Z

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 cde176a2-8652-4089-a5a6-8432960f2dd2 · outbound

This paper cites Adapt- ing Whisper for regional dialects: Enhancing public services for vulnerable populations in the United Kingdom,.

Towards few-shot isolated word reading assessment Adapt- ing Whisper for regional dialects: Enhancing public services for vulnerable populations in the United Kingdom,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:04.187270Z

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 dc949151-5b13-4f9b-94aa-186111c8b38f · outbound

This paper cites an unresolved cited work.

Towards few-shot isolated word reading assessment Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:04.022233Z

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 77234aa9-ca37-43c1-85e3-a96595c58ad0 · outbound

This paper cites An analysis of the causes of increased error rates in children’s speech recognition,.

Towards few-shot isolated word reading assessment An analysis of the causes of increased error rates in children’s speech recognition,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:03.882922Z

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 b4b55082-6e8b-4fec-8671-3bd420cb8519 · outbound

This paper cites A study of speech recognition for children and the elderly,.

Towards few-shot isolated word reading assessment A study of speech recognition for children and the elderly,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:03.709523Z

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.

Pith citing papers

Observation 09d18993-84a8-4fad-a55a-e7ebf7a8afed · inbound