Paper Citation Record · LEDGER

Causal Structure Discovery for Error Diagnostics of Children's ASR

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2506.00402.

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

pith.paper-citation-record.v1
2506.00402 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:22.189190Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:18.900493Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:11:22.469777Z

Reference resolution

51 of 51 outbound references displayed

verified exact2
verified fuzzy41
unresolved8
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e1adae3-2653-4c40-a056-dfcb29a4bd0e · outbound

This paper cites Causal Structure Discovery for Error Diagnostics of Children's ASR.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal Structure Discovery for Error Diagnostics of Children's ASR

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:11:22.531414Z

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Observation 6d2f2db7-e773-4b28-96d8-6f983d026325 · outbound

This paper cites Causal relations are formalized through adi- rected acyclic graph(DAG), whose nodes represent the vari- ables and edges represent the cause-effect relations.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal relations are formalized through adi- rected acyclic graph(DAG), whose nodes represent the vari- ables and edges represent the cause-effect relations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:31.481793Z

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Observation fe2a056e-7700-4576-b0c3-76da6e44cb32 · outbound

This paper cites Dataset Following [7], we use CSLU Kids [16] for causal analysis due to the availability of diverse age groups and gender metadata.

Causal Structure Discovery for Error Diagnostics of Children's ASR Dataset Following [7], we use CSLU Kids [16] for causal analysis due to the availability of diverse age groups and gender metadata

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:30.356852Z

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Observation 89d5956c-a242-44ab-bee6-05bfdc3af9fe · outbound

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Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 4

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Observation 0a8635f2-0262-4962-a34e-ded49c531d64 · outbound

This paper cites an unresolved cited work.

Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 5

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Observation d0346b4e-66db-4a11-a1af-22624e6cb000 · outbound

This paper cites an unresolved cited work.

Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation f62b9c06-120b-4bc2-9b45-718530844391 · outbound

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Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 7

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Observation dfedb96a-cf00-4b8f-a9db-1a213ee5f9f0 · outbound

This paper cites A wav2vec2-based experimental study on self- supervised learning methods to improve child speech recogni- tion,.

Causal Structure Discovery for Error Diagnostics of Children's ASR A wav2vec2-based experimental study on self- supervised learning methods to improve child speech recogni- tion,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.505875Z

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Observation 8027282a-3813-46f7-999c-0a831d5d8d40 · outbound

This paper cites Towards better domain adaptation for self- supervised models: a case study of child asr,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Towards better domain adaptation for self- supervised models: a case study of child asr,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.369509Z

Source-reported events for the cited work

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Observation f2e9d8fb-5ef5-4d4e-9d64-de2e3d51b2bf · outbound

This paper cites Analysis of chil- dren’s speech, pitch and formant frequency,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Analysis of chil- dren’s speech, pitch and formant frequency,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.232313Z

Source-reported events for the cited work

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Observation 51bc0f4f-8915-471a-a314-c7bb89c12a31 · outbound

This paper cites New technologies and 21st century children,.

Causal Structure Discovery for Error Diagnostics of Children's ASR New technologies and 21st century children,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.700772Z

Source-reported events for the cited work

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Observation 04ae4e87-9bb7-412b-93f4-2eb5778d70d2 · outbound

This paper cites Benchmarking children’s asr with supervised and self-supervised speech foundation models,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Benchmarking children’s asr with supervised and self-supervised speech foundation models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.417555Z

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Observation ba45de05-8681-43a4-8a8c-3610c804b5d8 · outbound

This paper cites Childaugment: Data augmentation methods for zero-resource children’s speaker verification,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Childaugment: Data augmentation methods for zero-resource children’s speaker verification,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.217529Z

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Observation ba18cfe8-76a1-464f-9fd7-ad9827dd9e91 · outbound

This paper cites Improving end-to-end models for children’s speech recognition,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Improving end-to-end models for children’s speech recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:29.043666Z

Source-reported events for the cited work

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Observation 8671dd2f-33b7-4cdb-9bac-0b02b0e947e1 · outbound

This paper cites Spectral modification based data augmenta- tion for improving end-to-end asr for children’s speech,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Spectral modification based data augmenta- tion for improving end-to-end asr for children’s speech,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.934627Z

Source-reported events for the cited work

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Observation fc30c483-7dc4-4641-b106-adf5ab72f7a3 · outbound

This paper cites Adaptation of whisper models to child speech recognition,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Adaptation of whisper models to child speech recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.795428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00d7ed2e-50c1-4926-84e3-1d5ab03b72b8 · outbound

This paper cites Causal analysis of asr errors for children: Quantifying the impact of physiological, cognitive, and extrinsic factors,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal analysis of asr errors for children: Quantifying the impact of physiological, cognitive, and extrinsic factors,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.682232Z

Source-reported events for the cited work

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Observation 9e5d8e6f-363f-46a0-bb56-f532b6482f58 · outbound

This paper cites Thank you for attention: A survey on attention-based artificial neural networks for automatic speech recognition,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Thank you for attention: A survey on attention-based artificial neural networks for automatic speech recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.946175Z

Source-reported events for the cited work

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Observation b752c5c6-bb8b-4ec7-a67f-429fd338807c · outbound

This paper cites A comparative analysis of automatic speech recog- nition errors in small group classroom discourse,.

Causal Structure Discovery for Error Diagnostics of Children's ASR A comparative analysis of automatic speech recog- nition errors in small group classroom discourse,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.703355Z

Source-reported events for the cited work

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Observation 7e7c8d23-dc10-488d-b022-99c3f238ed1e · outbound

This paper cites Allen and B.

Causal Structure Discovery for Error Diagnostics of Children's ASR Allen and B

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.530243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db1f77fb-c3f3-43ca-b1ff-d8d07545dc5c · outbound

This paper cites Acoustics of children’s speech: Developmental changes of temporal and spectral parameters,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Acoustics of children’s speech: Developmental changes of temporal and spectral parameters,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:28.089267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05aaa366-f18c-47f6-8469-1f9456e6d738 · outbound

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

Causal Structure Discovery for Error Diagnostics of Children's ASR An analysis of the causes of increased error rates in children’s speech recognition,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.950692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38344c8d-c177-419f-b300-4039b32eb743 · outbound

This paper cites How pronunciation distance impacts word recog- nition in children and adults,.

Causal Structure Discovery for Error Diagnostics of Children's ASR How pronunciation distance impacts word recog- nition in children and adults,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.809792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a705eb4d-a66e-4e25-b625-04f9799c10a9 · outbound

This paper cites Function words in early speech perception,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Function words in early speech perception,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.642635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4278956b-3a10-4e49-92fa-14e001e7914b · outbound

This paper cites My Science Tutor (MyST) – a large corpus of children’s conversational speech,.

Causal Structure Discovery for Error Diagnostics of Children's ASR My Science Tutor (MyST) – a large corpus of children’s conversational speech,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.489884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32302573-bb75-4077-a451-f92ba78c34fb · outbound

This paper cites The OGI Kids’ speech corpus and recogniz- ers,.

Causal Structure Discovery for Error Diagnostics of Children's ASR The OGI Kids’ speech corpus and recogniz- ers,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.279029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0052c8cb-76b3-4450-b1ec-ff10b2a00167 · outbound

This paper cites End-to-end neural systems for automatic children speech recognition: An empirical study,.

Causal Structure Discovery for Error Diagnostics of Children's ASR End-to-end neural systems for automatic children speech recognition: An empirical study,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:27.109258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 151d1559-6504-4013-9e7d-acb951d10e73 · outbound

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

Causal Structure Discovery for Error Diagnostics of Children's ASR Robust speech recognition via large-scale weak supervision,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.130655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a48dd38f-6cec-4c5d-84a0-b8418b731010 · outbound

This paper cites an unresolved cited work.

Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:31.295050Z

Source-reported events for the cited work

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Observation e1e63528-33a9-46d3-953a-5ba30b7610e9 · outbound

This paper cites Detecting and quantifying causal associations in large nonlinear time series datasets,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Detecting and quantifying causal associations in large nonlinear time series datasets,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:24.746769Z

Source-reported events for the cited work

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Observation cc428611-ac84-44a3-8f12-b220b80afe13 · outbound

This paper cites an unresolved cited work.

Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:31.074069Z

Source-reported events for the cited work

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Observation 7a756c2f-4f68-4ea7-9ad1-1a67c2d3eaa1 · outbound

This paper cites an unresolved cited work.

Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:11:30.850034Z

Source-reported events for the cited work

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Observation 1dbfce96-6d10-4fb8-85a2-0c54a0272742 · outbound

This paper cites The development of temporal concepts: linguistic factors and cognitive processes,.

Causal Structure Discovery for Error Diagnostics of Children's ASR The development of temporal concepts: linguistic factors and cognitive processes,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.356613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 91cdf910-612d-4368-b5fa-291334cef836 · outbound

This paper cites The foundations of causal inference,.

Causal Structure Discovery for Error Diagnostics of Children's ASR The foundations of causal inference,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:26.151093Z

Source-reported events for the cited work

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Observation c3d1e8c5-ad83-41a4-af96-44389ed5c596 · outbound

This paper cites Causal-learn: Causal discovery in python,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal-learn: Causal discovery in python,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.995838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3a35348-fed2-47a9-b7db-3c9377dbd03d · outbound

This paper cites Quantifying causal influences,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Quantifying causal influences,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.810223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f101f36-05ec-4c42-923f-07976e829f43 · outbound

This paper cites A survey on causal inference,.

Causal Structure Discovery for Error Diagnostics of Children's ASR A survey on causal inference,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.622409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a5e6fec-db2a-4a1a-b2c4-fba5d0e11521 · outbound

This paper cites Causal analysis of speech recognition failure in adverse environments,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal analysis of speech recognition failure in adverse environments,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.471937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8068538-3f5f-4b47-afb4-7677bfa22811 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Causal Structure Discovery for Error Diagnostics of Children's ASR wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:25.299603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4668e824-d0d6-4271-9b51-9592c61447f2 · outbound

This paper cites Behaviour modelling of social animals via causal structure discovery and graph neural networks,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Behaviour modelling of social animals via causal structure discovery and graph neural networks,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:24.932675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 713d662f-a432-4d3d-b288-4d2617d76b5c · outbound

This paper cites Learning Post-Hoc Causal Explanations for Recommendation.

Causal Structure Discovery for Error Diagnostics of Children's ASR Learning Post-Hoc Causal Explanations for Recommendation

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:11:22.380029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed3c610d-905c-49bf-8dd8-22b77b04ebe9 · outbound

This paper cites Causalabsc: Causal inference for aspect debiasing in aspect- based sentiment classification,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causalabsc: Causal inference for aspect debiasing in aspect- based sentiment classification,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:24.523613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 453ae3a7-50c9-4f52-b9cf-73af51287380 · outbound

This paper cites Spirtes, C.

Causal Structure Discovery for Error Diagnostics of Children's ASR Spirtes, C

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:24.300910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 947e29b7-b967-453d-9b04-621764f9a7aa · outbound

This paper cites Causal inference in the presence of latent vari- ables and selection bias,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Causal inference in the presence of latent vari- ables and selection bias,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:24.078360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65fafa27-7ac4-49e2-9f85-74e126471ce0 · outbound

This paper cites Review of causal discov- ery methods based on graphical models,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Review of causal discov- ery methods based on graphical models,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:23.890609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 995326a2-bf42-4e5c-8eb3-bac937141010 · outbound

This paper cites Examples are not enough, learn to criticize! criticism for interpretability,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Examples are not enough, learn to criticize! criticism for interpretability,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:23.683219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61e17411-521f-4886-bc38-57bdd2d8ef27 · outbound

This paper cites Toward an instructionally oriented theory of example- based learning,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Toward an instructionally oriented theory of example- based learning,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:23.497554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e17f42c-0546-4b9f-a98a-39ad5e8e4c28 · outbound

This paper cites Kernel-based conditional independence test and application in causal discovery,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Kernel-based conditional independence test and application in causal discovery,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:23.311976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14299690-d1ac-4751-b7e8-a6cd7685aeec · outbound

This paper cites Automatic speech recognition and pronunciation error detection of Dutch non-native speech: Cumulating speech resources in a pluricentric language,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Automatic speech recognition and pronunciation error detection of Dutch non-native speech: Cumulating speech resources in a pluricentric language,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:11:23.125375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eafb4942-e263-4c87-8f46-5a74d73d2116 · outbound

This paper cites Estimating word difficulty in english using python: A practical guide,.

Causal Structure Discovery for Error Diagnostics of Children's ASR Estimating word difficulty in english using python: A practical guide,

Reference 50

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Causal Structure Discovery for Error Diagnostics of Children's ASR Unresolved cited work

Reference 51

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