Paper Citation Record · LEDGER

Non-native Children's Automatic Speech Assessment Challenge (NOCASA)

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2504.20678.

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

pith.paper-citation-record.v1
2504.20678 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:25:45.353370Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:37:20.176113Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T16:37:20.277689Z

Reference resolution

19 of 19 outbound references displayed

verified exact2
verified fuzzy13
unresolved0
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d94be0a-98d9-41ab-bc84-496dba905fc7 · outbound

This paper cites Developing an ai-assisted low-resource spoken language learning app for children,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Developing an ai-assisted low-resource spoken language learning app for children,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.667461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4615a8e-e9ce-4635-96de-f5747edaf552 · outbound

This paper cites Auto- matic pronunciation assessment - a review,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Auto- matic pronunciation assessment - a review,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.650069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b493f900-6aff-4927-8390-1965280ced8b · outbound

This paper cites The CMU Kids Corpus LDC97S63,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) The CMU Kids Corpus LDC97S63,

Reference 3

Resolution: verified exact; doi, observed 2026-08-16T05:25:45.431792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 507b700a-ce47-4739-b442-0480f93d13bc · outbound

This paper cites CSLU: Kids‘ Speech Version 1.1, LDC2007S18,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) CSLU: Kids‘ Speech Version 1.1, LDC2007S18,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.628236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61d73f80-caa0-461f-b5e8-574fc951e138 · outbound

This paper cites MyST Children’s Conversational Speech LDC2021S05,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) MyST Children’s Conversational Speech LDC2021S05,

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T05:25:45.613657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e2934c3c-baa4-4eaa-8b24-5e1c60446591 · outbound

This paper cites Jasmin-spraakcorpus (version 1.0),.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Jasmin-spraakcorpus (version 1.0),

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.597182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 037231fa-e574-431b-a1ea-a7c992213e95 · outbound

This paper cites The slt 2021 children speech recognition challenge: Open datasets, rules and baselines,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) The slt 2021 children speech recognition challenge: Open datasets, rules and baselines,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.582558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4592ad62-fb0c-4d4c-86ff-51b6274800f0 · outbound

This paper cites kidsTALC: A Corpus of 3- to 11-year-old German Children’s Con- nected Natural Speech,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) kidsTALC: A Corpus of 3- to 11-year-old German Children’s Con- nected Natural Speech,

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-16T05:25:45.300615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2ae2e2-957d-44b4-af33-f4f2b58dddeb · outbound

This paper cites Collecting linguistic resources for assessing children‘s pronunciation of Nordic languages,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Collecting linguistic resources for assessing children‘s pronunciation of Nordic languages,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.567957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9a1d212b-f989-4ee5-bda9-6503db8df8f2 · outbound

This paper cites Liblinear: A library for large linear classi- fication,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Liblinear: A library for large linear classi- fication,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.553426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b9ad4172-d0d6-4e47-a6c6-950f349a66dc · outbound

This paper cites The inter- speech 2016 computational paralinguistics challenge: Deception, sincerity & native language,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) The inter- speech 2016 computational paralinguistics challenge: Deception, sincerity & native language,

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-16T05:25:45.314104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c0211d-3d14-4d1f-bb8c-31f308596baa · outbound

This paper cites Logistic regression in rare events data,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Logistic regression in rare events data,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.539295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aca3633f-180e-4fe6-ab27-be3228049eb7 · outbound

This paper cites Multi-task wav2vec2 serving as a pronunciation train- ing system for children,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Multi-task wav2vec2 serving as a pronunciation train- ing system for children,

Reference 13

Resolution: verified exact; doi, observed 2026-08-16T05:25:45.395156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35926dda-4f6f-4b97-9042-9f8896499af5 · outbound

This paper cites Boosting Norwegian automatic speech recog- nition,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Boosting Norwegian automatic speech recog- nition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.524799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f714ed7-9b68-4464-ad5f-14eaf52680df · outbound

This paper cites Ferrer and P.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Ferrer and P

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.508971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4fab80b8-d3db-4d82-a1cd-1afde0e66370 · outbound

This paper cites Uniform manifold ap- proximation and projection,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Uniform manifold ap- proximation and projection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.493209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d84d4b80-9c75-4181-becd-712dd2c75f9e · outbound

This paper cites On calibration of speech classification models: Insights from energy-based model investigations,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) On calibration of speech classification models: Insights from energy-based model investigations,

Reference 17

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T05:25:45.477234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2eef9ff6-9642-4d81-a0cc-7b2effdbd773 · outbound

This paper cites Automated pronunciation scoring of child l2 learners with score calibration for imbalanced distribu- tions,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Automated pronunciation scoring of child l2 learners with score calibration for imbalanced distribu- tions,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.462392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 176ff52d-97de-4f8f-86f7-4fa568bddc83 · outbound

This paper cites Comparison of end- to-end speech assessment models for the nocasa 2025 challenge,.

Non-native Children's Automatic Speech Assessment Challenge (NOCASA) Comparison of end- to-end speech assessment models for the nocasa 2025 challenge,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:25:45.447754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 24bd8a99-3aa0-47a3-b81a-b9bf2f37f176 · inbound

Comparison of End-to-end Speech Assessment Models for the NOCASA 2025 Challenge cites this paper.

Comparison of End-to-end Speech Assessment Models for the NOCASA 2025 Challenge Non-native Children's Automatic Speech Assessment Challenge (NOCASA)

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:37:20.284598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.