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Paper Citation Record · LEDGER

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2506.01156.

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

pith.paper-citation-record.v1
2506.01156 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:56:18.750920Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:56:18.847491Z

Reference resolution

37 of 37 outbound references displayed

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External citation measurements

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Outbound references

Observation e9dc0ec5-9279-47ad-9ae7-fc6895e11ec9 · outbound

This paper cites an unresolved cited work.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Unresolved cited work

Reference 1

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Observation ae10b24d-1eb0-4a70-8d9c-24925062cd3d · outbound

This paper cites Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish

Reference 2

Resolution
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This paper cites For MD, we use Recall ( T R T R+F A), Precision ( T R T R+F R), and their harmonic mean F1 as our metrics [5].

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish For MD, we use Recall ( T R T R+F A), Precision ( T R T R+F R), and their harmonic mean F1 as our metrics [5]

Reference 3

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This paper cites The predicted labels’ proba- bilities, P , are obtained by softmax functionσ: P = σ(z/T ).

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish The predicted labels’ proba- bilities, P , are obtained by softmax functionσ: P = σ(z/T )

Reference 4

Resolution
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Observation 3dd35836-14c9-4f44-bc7b-9fa1b149d2a3 · outbound

This paper cites Divide P by the scaled probability of top-1.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Divide P by the scaled probability of top-1

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation a91ce4fa-ba07-4885-9bea-11c0cbd1587b · outbound

This paper cites partially correct.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish partially correct

Reference 6

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Observation 295badb4-ab3a-42ba-a77a-fcd11f717b0f · outbound

This paper cites an unresolved cited work.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Unresolved cited work

Reference 7

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Observation 62516612-164e-4ed8-905b-bb546cda37cb · outbound

This paper cites We relied entirely on L1 data and tested on a minimal L2 ASR corpus.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish We relied entirely on L1 data and tested on a minimal L2 ASR corpus

Reference 8

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This paper cites Technology-enhanced foreign and second-language learning of Nordic languages.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Technology-enhanced foreign and second-language learning of Nordic languages

Reference 9

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Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Unresolved cited work

Reference 10

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This paper cites Kautonen and M.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Kautonen and M

Reference 11

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Observation 315da5c7-37c2-4be1-a794-81d9a442c58f · outbound

This paper cites Ideologies of standardisation: Finland Swedish and Swedish-language Finland,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Ideologies of standardisation: Finland Swedish and Swedish-language Finland,

Reference 12

Resolution
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Observation 7abbfe3d-eb68-4a5f-881e-c5a02a1f5c93 · outbound

This paper cites Swedish quantity: Cen- tral Standard Swedish and Fenno-Swedish,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Swedish quantity: Cen- tral Standard Swedish and Fenno-Swedish,

Reference 13

Resolution
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Source-reported events for the cited work

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Observation e5800b31-3548-4bab-a577-b64d4658ea33 · outbound

This paper cites Mispronunciation detection and diagnosis using deep neural networks: A systematic review,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Mispronunciation detection and diagnosis using deep neural networks: A systematic review,

Reference 14

Resolution
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Observation 6af44124-9fe3-487d-9f2c-8f33261b94f2 · outbound

This paper cites L2-ARCTIC: A non-native English speech corpus,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish L2-ARCTIC: A non-native English speech corpus,

Reference 15

Resolution
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Source-reported events for the cited work

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Observation 3adc8dd7-45c6-41d6-9aa9-b958a96a7252 · outbound

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

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish speechocean762: An open-source non- native English speech corpus for pronunciation assessment,

Reference 16

Resolution
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Observation 577e130b-dcd1-40df-9cf5-202c2c50d820 · outbound

This paper cites Phonetic-level mis- pronunciation detection in non-native Swedish speech,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Phonetic-level mis- pronunciation detection in non-native Swedish speech,

Reference 17

Resolution
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Observation d2f788b7-e9e8-45c8-8aab-bb402d095762 · outbound

This paper cites Developing a benchmark for pronun- ciation feedback: Creation of a phonemically annotated speech corpus of isiZulu language learner speech,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Developing a benchmark for pronun- ciation feedback: Creation of a phonemically annotated speech corpus of isiZulu language learner speech,

Reference 18

Resolution
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Source-reported events for the cited work

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Observation 353702c3-804f-49d4-b71b-51db83360359 · outbound

This paper cites Mispronunciation detection without nonna- tive training data,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Mispronunciation detection without nonna- tive training data,

Reference 19

Resolution
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Source-reported events for the cited work

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Observation 6824c971-3327-4972-a1a0-e2d0f24295fc · outbound

This paper cites CaptainA - a mobile app for practising Finnish pronunciation,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish CaptainA - a mobile app for practising Finnish pronunciation,

Reference 20

Resolution
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Source-reported events for the cited work

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Observation 0706d5cb-9f61-4de9-9e0c-5df95391432e · outbound

This paper cites Finland Swedish automatic speech recogni- tion,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Finland Swedish automatic speech recogni- tion,

Reference 21

Resolution
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Source-reported events for the cited work

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Observation 5cf7e860-2d91-436b-97b9-29916a4a9191 · outbound

This paper cites Automatic speaking assessment of spontaneous L2 Finnish and Swedish,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Automatic speaking assessment of spontaneous L2 Finnish and Swedish,

Reference 22

Resolution
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Source-reported events for the cited work

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Observation 1fd8b733-ab0a-4482-8386-4170beb562ce · outbound

This paper cites Ivars, Dialekter och sm ˚astadsspr˚ak, ser.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Ivars, Dialekter och sm ˚astadsspr˚ak, ser

Reference 23

Resolution
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This paper cites Changing contexts and shifting paradigms in pro- nunciation teaching,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Changing contexts and shifting paradigms in pro- nunciation teaching,

Reference 24

Resolution
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This paper cites an unresolved cited work.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Unresolved cited work

Reference 25

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This paper cites An overview of spoken language technology for education,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish An overview of spoken language technology for education,

Reference 26

Resolution
verified fuzzy
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This paper cites Corrective feedback and teacher development,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Corrective feedback and teacher development,

Reference 27

Resolution
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Observation 045cd4d5-37ae-41ac-84e2-d142dead52af · outbound

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

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 28

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Observation b76f7dcb-d413-47dd-ae0e-15acf87cde10 · outbound

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

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish XLS-R: Self-supervised cross-lingual speech representation learning at scale,

Reference 29

Resolution
verified fuzzy
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Observation e679f722-f072-47c4-8803-8c4a0ae66c8a · outbound

This paper cites A study on fine-tuning wav2vec2.0 model for the task of mispronunciation detection and diagnosis,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish A study on fine-tuning wav2vec2.0 model for the task of mispronunciation detection and diagnosis,

Reference 30

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Observation 1cb45fcc-380b-4cca-8c25-d3c71170de1f · outbound

This paper cites CTC-segmentation of large corpora for German end-to-end speech recognition,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish CTC-segmentation of large corpora for German end-to-end speech recognition,

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 16b14585-4b96-44d9-b072-01e75c0c4859 · outbound

This paper cites Con- nectionist temporal classification: Labelling unsegmented se- quence data with recurrent neural networks,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Con- nectionist temporal classification: Labelling unsegmented se- quence data with recurrent neural networks,

Reference 32

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 6af6f046-0498-45c0-b6e9-186d6eaca903 · outbound

This paper cites Connectionist temporal classifica- tion with maximum entropy regularization,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Connectionist temporal classifica- tion with maximum entropy regularization,

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 8098f2af-6f7e-4f83-8211-6d2585f4c92d · outbound

This paper cites Explore wav2vec 2.0 for mispronunciation detection,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Explore wav2vec 2.0 for mispronunciation detection,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:18.986004Z

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.

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Observation df1f166c-d0d3-43db-ab05-5568b04af637 · outbound

This paper cites Phone-level pronunciation scoring and assessment for interactive language learning,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Phone-level pronunciation scoring and assessment for interactive language learning,

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3567c42c-96ff-4525-8c66-c9f8b20abb5e · outbound

This paper cites On calibra- tion of modern neural networks,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish On calibra- tion of modern neural networks,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:56:18.914683Z

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.

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Observation 6f835809-0d5a-42b7-b1b1-a78eeedf460c · outbound

This paper cites Common voice: A massively-multilingual speech corpus,.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Common voice: A massively-multilingual speech corpus,

Reference 37

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation ae10b24d-1eb0-4a70-8d9c-24925062cd3d · inbound

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish cites this paper.

Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T11:56:18.858540Z

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.

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