Paper Citation Record · LEDGER

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2606.20478.

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

pith.paper-citation-record.v1
2606.20478 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T15:24:04.594993Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T15:24:04.594993Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T05:49:37.772786Z

Reference resolution

41 of 41 outbound references displayed

verified exact3
verified fuzzy0
unresolved35
parse uncertain2
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 95e2585e-2353-4aa3-b335-72a050db5d40 · outbound

This paper cites AAI is an ill-posed problem, as similar acoustic realizations can arise from different articulatory configurations [3].

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian AAI is an ill-posed problem, as similar acoustic realizations can arise from different articulatory configurations [3]

Reference 1

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Observation 82d6fba0-4424-4c14-a547-1cc26b767b74 · outbound

This paper cites an unresolved cited work.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Unresolved cited work

Reference 2

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Observation e702ae86-0211-4758-8dbc-5f66ef13cb2b · outbound

This paper cites an unresolved cited work.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Unresolved cited work

Reference 3

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Observation c0362207-b5e3-42db-b19c-b0aed201faa3 · outbound

This paper cites Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian

Reference 4

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Observation 2999ab38-3eb1-48c4-ae99-0924f1437e17 · outbound

This paper cites an unresolved cited work.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 0f59a75e-a450-40c4-89a4-68c5bd26b909 · outbound

This paper cites Preprocessing We extract articulatory trajectories from head-movement- corrected AG501 positional recordings sampled at 1250 Hz.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Preprocessing We extract articulatory trajectories from head-movement- corrected AG501 positional recordings sampled at 1250 Hz

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 04b20e07-05d5-4621-b5a5-9a1453698330 · outbound

This paper cites an unresolved cited work.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 25bb505a-a913-4d67-9da8-9785d0ce228c · outbound

This paper cites The key findings are as follows: • Language mismatch (∆r≈0.10–0.20) degrades AAI more than gender mismatch (∆r≈0.05–0.10) and combined shifts (L+G) produce the largest drops.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian The key findings are as follows: • Language mismatch (∆r≈0.10–0.20) degrades AAI more than gender mismatch (∆r≈0.05–0.10) and combined shifts (L+G) produce the largest drops

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 0003e36d-4d42-4b62-9cd0-9a3003e88396 · outbound

This paper cites Authors carefully reviewed and edited the content and take full responsibility for the publication.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Authors carefully reviewed and edited the content and take full responsibility for the publication

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation cd6b027f-bcfe-46fe-bd51-561825f8b6cf · outbound

This paper cites Inver- sion of articulatory-to-acoustic transformation in the vocal tract by a computer-sorting technique,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Inver- sion of articulatory-to-acoustic transformation in the vocal tract by a computer-sorting technique,

Reference 10

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Source-reported events for the cited work

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Observation d79180a2-3893-48dd-9cea-6dda64313dcb · outbound

This paper cites Towards an articulatory phonology,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Towards an articulatory phonology,

Reference 11

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Observation e7dee418-7e40-45b7-8b1c-ef33ada2d4b1 · outbound

This paper cites Formant frequencies of some fixed-mandible vowels and a model of speech motor pro- gramming by predictive simulation,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Formant frequencies of some fixed-mandible vowels and a model of speech motor pro- gramming by predictive simulation,

Reference 12

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Source-reported events for the cited work

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Observation ab3d3bc2-b254-42c2-8348-2f863b6dd8f0 · outbound

This paper cites An empirical investigation of the nonuniqueness in the acoustic-to-articulatory mapping.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian An empirical investigation of the nonuniqueness in the acoustic-to-articulatory mapping

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation ca807ead-8c93-445c-8474-5aa35d338628 · outbound

This paper cites Articulatory information for noise robust speech recogni- tion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Articulatory information for noise robust speech recogni- tion,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 4eca3eca-88fe-441a-adf2-f500c7793c92 · outbound

This paper cites Automatic speech recognition using articulatory features from subject-independent acoustic-to- articulatory inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Automatic speech recognition using articulatory features from subject-independent acoustic-to- articulatory inversion,

Reference 15

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Observation 9a92b9ef-f6a3-4fe9-ac92-2b61dac07786 · outbound

This paper cites Articulatory con- trol of hmm-based parametric speech synthesis using feature- space-switched multiple regression,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Articulatory con- trol of hmm-based parametric speech synthesis using feature- space-switched multiple regression,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 37b3e340-c325-4d2c-a24e-070358f4f03f · outbound

This paper cites A real-time articula- tory visual feedback approach with target presentation for second language pronunciation learning,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian A real-time articula- tory visual feedback approach with target presentation for second language pronunciation learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 9b61fecf-2a2e-4363-abcb-786dd5968c13 · outbound

This paper cites Acoustic-articulatory modeling with the trajectory hmm,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Acoustic-articulatory modeling with the trajectory hmm,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 63e1a3a9-673c-4b78-96c8-ff2251eb801f · outbound

This paper cites On smoothing articulatory trajec- tories obtained from gaussian mixture model based acoustic-to- articulatory inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian On smoothing articulatory trajec- tories obtained from gaussian mixture model based acoustic-to- articulatory inversion,

Reference 19

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Observation d9ec1294-3ae2-4139-b7f2-f5bae7914b24 · outbound

This paper cites Articulatory movement prediction using deep bidirectional long short-term memory based recurrent neural networks and word/phone embeddings.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Articulatory movement prediction using deep bidirectional long short-term memory based recurrent neural networks and word/phone embeddings

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 74ca097c-12c1-4647-b55c-a682362f3c36 · outbound

This paper cites Low resource acoustic-to-articulatory inversion using bi-directional long short term memory.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Low resource acoustic-to-articulatory inversion using bi-directional long short term memory

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation a7172a7c-1742-4122-8ee0-67714ed74872 · outbound

This paper cites Raw speech-to-articulatory inversion by temporal filtering and decima- tion.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Raw speech-to-articulatory inversion by temporal filtering and decima- tion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

Source-reported events for the cited work

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Observation 77d477be-a045-4ce8-851b-392b28625b07 · outbound

This paper cites Estimat- ing articulatory movements in speech production with transformer networks,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Estimat- ing articulatory movements in speech production with transformer networks,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 30c738e8-38fb-4eb6-b67c-b8c2798818c8 · outbound

This paper cites Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:49:37.767319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 662db27f-a150-4450-ab23-088252bfe6f5 · outbound

This paper cites The mocha-timit articulatory database,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian The mocha-timit articulatory database,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 5d0ec591-dbe6-4359-9c57-64db63c7bb1e · outbound

This paper cites Announcing the electro- magnetic articulography (day 1) subset of the mngu0 articulatory corpus,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Announcing the electro- magnetic articulography (day 1) subset of the mngu0 articulatory corpus,

Reference 26

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Observation 077e1362-70d3-482c-a80c-b0d76be21302 · outbound

This paper cites Analysis of acoustic-to-articulatory speech inversion across different accents and languages,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Analysis of acoustic-to-articulatory speech inversion across different accents and languages,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 36347aa5-973c-405c-9d52-db22fc0a8a77 · outbound

This paper cites The impact of cross lan- guage on acoustic-to-articulatory inversion and its influence on articulatory speech synthesis,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian The impact of cross lan- guage on acoustic-to-articulatory inversion and its influence on articulatory speech synthesis,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 6858de60-163d-4214-9507-1b7e7c499588 · outbound

This paper cites Combining language corpora in a japanese electromagnetic articulography database for acoustic-to-articulatory inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Combining language corpora in a japanese electromagnetic articulography database for acoustic-to-articulatory inversion,

Reference 29

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Observation 7c70a7ff-1f48-44f4-a06f-83e969db71ff · outbound

This paper cites Exploring self-supervised speech representa- tions for cross-lingual acoustic-to-articulatory inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Exploring self-supervised speech representa- tions for cross-lingual acoustic-to-articulatory inversion,

Reference 30

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Observation 941a7795-7e6e-4c5d-b8db-b4004842d584 · outbound

This paper cites Self-supervised models of speech infer universal articulatory kinematics,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Self-supervised models of speech infer universal articulatory kinematics,

Reference 31

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Observation d77906d1-4224-4ba6-9015-f34e85ec4421 · outbound

This paper cites Enhancing acoustic-to-articulatory inversion with multi-target pretraining for low-resource settings,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Enhancing acoustic-to-articulatory inversion with multi-target pretraining for low-resource settings,

Reference 32

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Observation 8e886483-6c0b-470c-8d28-67f21471540c · outbound

This paper cites The presence of articulatory representations in self-supervised speech models: A cross-linguistic perspective,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian The presence of articulatory representations in self-supervised speech models: A cross-linguistic perspective,

Reference 33

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Observation e35e1f03-4a22-432e-be75-bda0ce3249e8 · outbound

This paper cites FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:49:37.771310Z

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Observation e3f37c29-8438-48b3-abd4-eacb5d77e015 · outbound

This paper cites The geometric vocal tract variables controlled for vowel production: proposals for con- straining acoustic-to-articulatory inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian The geometric vocal tract variables controlled for vowel production: proposals for con- straining acoustic-to-articulatory inversion,

Reference 35

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Observation ae9b10f2-44f8-4ab3-b4e0-77c5ae81f496 · outbound

This paper cites Recovering articulatory movement from for- mant frequency trajectories using task dynamics and a genetic algorithm: Preliminary model tests,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Recovering articulatory movement from for- mant frequency trajectories using task dynamics and a genetic algorithm: Preliminary model tests,

Reference 36

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Observation 279e4a86-6f9d-4887-ba43-de2e8a02c5dd · outbound

This paper cites Unsupervised speaker adaptation for speaker indepen- dent acoustic to articulatory speech inversion,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Unsupervised speaker adaptation for speaker indepen- dent acoustic to articulatory speech inversion,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation 6084f85f-d540-42e4-a91f-dcfd6b16bed2 · outbound

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

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-26T15:24:04.594993Z

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Observation dedb92c1-9f15-4ce5-8432-63b950b9a2fe · outbound

This paper cites XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:49:37.763673Z

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Observation 32eb9829-4910-42d0-9ebb-a4e23111d719 · outbound

This paper cites Scaling speech technology to 1,000+ languages,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Scaling speech technology to 1,000+ languages,

Reference 40

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Observation c4426855-7e40-4285-85d7-1a4d7e738597 · outbound

This paper cites Towards end-to-end speech articulation and spoken language analysis using deep learning,.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian Towards end-to-end speech articulation and spoken language analysis using deep learning,

Reference 41

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Pith citing papers

Observation c0362207-b5e3-42db-b19c-b0aed201faa3 · inbound