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Paper Citation Record · LEDGER

Evaluating Logit-Based GOP Scores for Mispronunciation Detection

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2506.12067.

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

pith.paper-citation-record.v1
2506.12067 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:44:11.703330Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:44:10.859164Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:44:11.863987Z

Reference resolution

39 of 39 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22955369-da3b-49d2-b432-d6001d814b7b · outbound

This paper cites Evaluating Logit-Based GOP Scores for Mispronunciation Detection.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Evaluating Logit-Based GOP Scores for Mispronunciation Detection

Reference 1

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Observation 33f6a211-6cdc-45cc-a06b-d720e2d2812b · outbound

This paper cites an unresolved cited work.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Unresolved cited work

Reference 2

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Observation 1b74c271-53db-469a-9341-13f324006b8a · outbound

This paper cites Of all these measures, GOP Margin achieves the highest accuracy (0.851), MCC (0.347).

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Of all these measures, GOP Margin achieves the highest accuracy (0.851), MCC (0.347)

Reference 3

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Observation 28841f5e-eda9-461c-80f6-de0b91070d35 · outbound

This paper cites an unresolved cited work.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Unresolved cited work

Reference 4

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Observation 2ffd67b1-fdc1-4fb0-8411-b374afd63d71 · outbound

This paper cites an unresolved cited work.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Unresolved cited work

Reference 5

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Observation b3ad0d8c-1b88-4d0e-9830-948603468a2f · outbound

This paper cites Combin- ing language training and work experience for refugees with low- literacy levels: a mixed-methods case study,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Combin- ing language training and work experience for refugees with low- literacy levels: a mixed-methods case study,

Reference 6

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Source-reported events for the cited work

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Observation 69f454f8-6143-497b-b272-c4c34f1a8d05 · outbound

This paper cites English pronunciation for a global world,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection English pronunciation for a global world,

Reference 7

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Source-reported events for the cited work

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Observation 34043ec1-5568-4570-aba9-d640d91e16ed · outbound

This paper cites Jenkins, The phonology of English as an international lan- guage.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Jenkins, The phonology of English as an international lan- guage

Reference 8

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Source-reported events for the cited work

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Observation 96dfb566-402a-47ff-b6bd-e653cd78a31a · outbound

This paper cites What do adult english learners say about their pronuncia- tion and linguistic self-confidence?.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection What do adult english learners say about their pronuncia- tion and linguistic self-confidence?

Reference 9

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Source-reported events for the cited work

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Observation 956f67f4-5f5a-4847-b861-111ebe20b661 · outbound

This paper cites An examination of automatic speech recogni- tion (asr)-based computer-assisted pronunciation training (capt) for less-proficient efl students using the technology acceptance model,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection An examination of automatic speech recogni- tion (asr)-based computer-assisted pronunciation training (capt) for less-proficient efl students using the technology acceptance model,

Reference 10

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Source-reported events for the cited work

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Observation 93b25eff-2267-48fa-a445-b7c36022dc32 · outbound

This paper cites Computer-assisted pronunciation training: A systematic review,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Computer-assisted pronunciation training: A systematic review,

Reference 11

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Source-reported events for the cited work

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Observation 90d6cfa7-b35c-400a-88fb-bade37b34017 · outbound

This paper cites Improving mis- pronunciation detection and diagnosis for non-native learners of the arabic language,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Improving mis- pronunciation detection and diagnosis for non-native learners of the arabic language,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 876369cd-cd19-49ea-8531-3978bfe9ffb6 · outbound

This paper cites A Framework for Phoneme-Level Pronunciation Assessment Using CTC,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection A Framework for Phoneme-Level Pronunciation Assessment Using CTC,

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ce412d44-21bf-480b-bfa2-07ce9f6f5eb5 · outbound

This paper cites Use of speech recognition in computer-assisted lan- guage learning.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Use of speech recognition in computer-assisted lan- guage learning

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 0113e566-7758-4bdb-8393-41749574bd5b · outbound

This paper cites The goodness of pro- nunciation algorithm: a detailed performance study,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection The goodness of pro- nunciation algorithm: a detailed performance study,

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8be9b9db-0598-4f64-ad9e-5c850287efb2 · outbound

This paper cites Using non-native error patterns to improve pronunciation verification,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Using non-native error patterns to improve pronunciation verification,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation dcf7645e-edf0-4229-a300-68dd3b1076f3 · outbound

This paper cites Lattice-based gop in automatic pronunciation evaluation,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Lattice-based gop in automatic pronunciation evaluation,

Reference 17

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Source-reported events for the cited work

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Observation b3f3ea7c-371a-4315-9db0-79423a7f46e3 · outbound

This paper cites Context-aware goodness of pronuncia- tion for computer-assisted pronunciation training,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Context-aware goodness of pronuncia- tion for computer-assisted pronunciation training,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 77214325-e926-4e8a-a325-3663611db80b · outbound

This paper cites Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment

Reference 19

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Source-reported events for the cited work

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Observation 133c0119-2bc4-4981-bcc4-4e9553d768be · outbound

This paper cites Transformer-based multi-aspect multi-granularity non-native en- glish speaker pronunciation assessment,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Transformer-based multi-aspect multi-granularity non-native en- glish speaker pronunciation assessment,

Reference 20

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Source-reported events for the cited work

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Observation 543c933e-3358-494a-a85e-4869fafb3f3a · outbound

This paper cites Mispronunciation detection with speechblender data augmentation pipeline,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Mispronunciation detection with speechblender data augmentation pipeline,

Reference 21

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Source-reported events for the cited work

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Observation efb0c95a-d3fd-4a82-88bd-011849d1ef99 · outbound

This paper cites Available: https://urn.kb.se/resolve?urn=urn:nbn:se: kth:diva-339940.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Available: https://urn.kb.se/resolve?urn=urn:nbn:se: kth:diva-339940

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8ad6e322-7dff-4352-b368-ccf0098e40a1 · outbound

This paper cites Xls-r: Self-supervised cross-lingual speech representation learning at scale,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Xls-r: Self-supervised cross-lingual speech representation learning at scale,

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c6f1d6d5-2cb4-4715-9cad-8d31c7ea6a95 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

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Observation d22964de-659f-4b22-9dbd-651db5776f9c · outbound

This paper cites An improved goodness of pronunciation (gop) measure for pronunci- ation evaluation with dnn-hmm system considering hmm transi- tion probabilities.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection An improved goodness of pronunciation (gop) measure for pronunci- ation evaluation with dnn-hmm system considering hmm transi- tion probabilities

Reference 25

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 071928a7-3c1a-455a-a8db-d154e460af5e · outbound

This paper cites Regularizing neural networks by penalizing confident output distributions,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Regularizing neural networks by penalizing confident output distributions,

Reference 26

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Source-reported events for the cited work

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Observation 9e4295a3-cfff-4634-ab01-a43599f54508 · outbound

This paper cites Mitigating neural network overconfidence with logit normalization,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Mitigating neural network overconfidence with logit normalization,

Reference 27

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Source-reported events for the cited work

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Observation 5cff962b-3c4c-44af-9e8a-88e9f4de9776 · outbound

This paper cites Comparing non-native and native speech: Are l2 productions more variable?.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Comparing non-native and native speech: Are l2 productions more variable?

Reference 28

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation dd3a7940-6132-40e6-a9c6-f23be1035492 · outbound

This paper cites Perception of speech sounds in school-aged children with speech sound disorders,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Perception of speech sounds in school-aged children with speech sound disorders,

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 001ef0fe-d282-4004-93f2-d348deec88ad · outbound

This paper cites On the learning property of lo- gistic and softmax losses for deep neural networks,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection On the learning property of lo- gistic and softmax losses for deep neural networks,

Reference 30

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5140554d-106f-4f0c-93fe-76d9e6f8efaa · outbound

This paper cites Logit margin mat- ters: Improving transferable targeted adversarial attack by logit calibration,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Logit margin mat- ters: Improving transferable targeted adversarial attack by logit calibration,

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ffb3dad4-b9f4-4da2-93ba-cab30efdf701 · outbound

This paper cites Speech intelligibility assessment of dysarthric speech by using goodness of pronunci- ation with uncertainty quantification,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Speech intelligibility assessment of dysarthric speech by using goodness of pronunci- ation with uncertainty quantification,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d7856b10-ee6b-4e1f-baaa-6a328b91a423 · outbound

This paper cites A new DNN-based high qual- ity pronunciation evaluation for computer-aided language learn- ing (CALL),.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection A new DNN-based high qual- ity pronunciation evaluation for computer-aided language learn- ing (CALL),

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:12.059925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:11.583323Z digest=sha256:239d355e58b09e0fab8000f01a43ef4fed8bd48c0bc08f904995f96befc7dde3

Observation 5f8d6875-9aa4-45e1-a6e5-a797824d89a7 · outbound

This paper cites Ctc-segmentation of large corpora for german end-to-end speech recognition,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Ctc-segmentation of large corpora for german end-to-end speech recognition,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:12.031568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:11.599834Z digest=sha256:ecfebd82a9c9652a339a32f9070ce0be1b69e59e94ac5a4efb4c3f2823074533

Observation 389a06e8-165c-4e07-a84a-b75a1c9411be · outbound

This paper cites Simple and effective zero-shot cross-lingual phoneme recognition,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Simple and effective zero-shot cross-lingual phoneme recognition,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:44:11.619806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:44:11.619806Z digest=sha256:32beb8073f993708ac633f9c73ebc623c7d373201ffc47bee8d1070692f147d5

Observation 68be7b11-3f6f-43b4-ac43-6840b21950ce · outbound

This paper cites My pronunciation coach: Improving english pronunciation with an automatic coach that listens,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection My pronunciation coach: Improving english pronunciation with an automatic coach that listens,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:11.987524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:11.638763Z digest=sha256:4bf641ed52d484d015a879325e31bcbb9c8cd6e6c1eb637775c38d7d4a2bddcd

Observation 4556029b-ff22-4930-a865-67cbd1291889 · outbound

This paper cites speechocean762: An open-source non- native english speech corpus for pronunciation assessment,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection speechocean762: An open-source non- native english speech corpus for pronunciation assessment,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:44:11.659452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:44:11.659452Z digest=sha256:2cbfa0276cd83f987b6550bb57b795d26d979e0d2a9e559606061ccbabaeea02

Observation 363fff0b-a3bf-4637-8d7a-d6ce1f4d94a5 · outbound

This paper cites Etlt 2021: Shared task on automatic speech recognition for non-native children’s speech,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Etlt 2021: Shared task on automatic speech recognition for non-native children’s speech,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:11.951938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:11.676593Z digest=sha256:c34d78e22787a48f6b492e180fa03bf3a8441b62dbccca7a80967830d076d357

Observation b71073b5-b00d-4e91-8e85-ad751d824e2f · outbound

This paper cites A hi- erarchical context-aware modeling approach for multi-aspect and multi-granular pronunciation assessment,.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection A hi- erarchical context-aware modeling approach for multi-aspect and multi-granular pronunciation assessment,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:11.914109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:11.703330Z digest=sha256:86f210d9e788d49e76f2ef72952144a62f20341cb2acebafd29cb74c05286a07

Pith citing papers

Observation 22955369-da3b-49d2-b432-d6001d814b7b · inbound

Evaluating Logit-Based GOP Scores for Mispronunciation Detection cites this paper.

Evaluating Logit-Based GOP Scores for Mispronunciation Detection Evaluating Logit-Based GOP Scores for Mispronunciation Detection

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T11:44:11.882712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:44:10.859164Z digest=sha256:304fdf0465f751126b1b94ae746a2593ccddcc85e395f8fbbced349ea259e334