Paper Citation Record · LEDGER

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

As of 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2506.08981.

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

pith.paper-citation-record.v1
2506.08981 v1

Coverage vector

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Typed states for the displayed outbound observations.

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One-hop event checks from named stored sources.

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measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:01:59.570721Z

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Source: arxiv_reference, observed 2026-07-04T05:49:37.769229Z

Reference resolution

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External citation measurements

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Outbound references

Observation 67dff603-e604-464f-9648-e9e8e8b19bca · outbound

This paper cites Humans con- tinuously reshape their vocal tract to modulate the airstream produced by the voice source, the larynx.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Humans con- tinuously reshape their vocal tract to modulate the airstream produced by the voice source, the larynx

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.183480Z

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Observation b553f1eb-3210-4794-8922-79559c0ff67e · outbound

This paper cites Say again.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Say again

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.172762Z

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Observation 1997576b-4657-4c6d-9bae-7f520bfe3696 · outbound

This paper cites Setup We carried out an experiment to investigate the effects of con- ditions A, B, and C on automatic speaker verification (ASV).

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Setup We carried out an experiment to investigate the effects of con- ditions A, B, and C on automatic speaker verification (ASV)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.162993Z

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Observation d2553b33-7e48-42bd-9d70-6e92da702d26 · outbound

This paper cites We extracted formant measurements with [26].

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents We extracted formant measurements with [26]

Reference 4

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Observation 321ee428-4e19-4670-86a9-f8357843b5b3 · outbound

This paper cites Follow- ing metadata clean-up and further auditing of the individual sen- tences, we anticipate the release of the database in the first half of 2026.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Follow- ing metadata clean-up and further auditing of the individual sen- tences, we anticipate the release of the database in the first half of 2026

Reference 5

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Observation 4017e695-167c-4fe9-b097-ea24ea34f16a · outbound

This paper cites In addition, the authors wish to thank senior laboratory technician Petri Pulli and research assistants Martta Sinett ¨a, Annisa Wardhani and Jaka Wibawa.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents In addition, the authors wish to thank senior laboratory technician Petri Pulli and research assistants Martta Sinett ¨a, Annisa Wardhani and Jaka Wibawa

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.127903Z

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Observation abf317d5-9072-4819-96c4-5d896f16a910 · outbound

This paper cites Articulation during voice disguise: a pilot study,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Articulation during voice disguise: a pilot study,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.076160Z

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Observation 09aaa917-80e1-4704-b0a6-41fe48d092ce · outbound

This paper cites Fricative consonants: acoustic and x-ray measure- ments,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Fricative consonants: acoustic and x-ray measure- ments,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.112536Z

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Observation 780ae286-e6e9-4b5c-b807-e2a2de4b8245 · outbound

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

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

Reference 9

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This paper cites Articulatory phonetics in the market: combining public engagement with ultrasound data collection,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Articulatory phonetics in the market: combining public engagement with ultrasound data collection,

Reference 10

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Observation 307c2cb0-2e59-468e-8234-e659814e7068 · outbound

This paper cites Real-time magnetic resonance imaging and electromagnetic articulography database for speech production research (tc),.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Real-time magnetic resonance imaging and electromagnetic articulography database for speech production research (tc),

Reference 11

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Observation b6016312-ef7a-43f4-99bb-85f9db9b4681 · outbound

This paper cites The impact of l1 negative phonological transfer on l2 word identification and production,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents The impact of l1 negative phonological transfer on l2 word identification and production,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.098848Z

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Observation a1f96a81-7fb2-4822-97e8-83d472300b71 · outbound

This paper cites Acoustic-to-articulatory mapping with joint optimization of deep speech enhancement and articulatory inversion models,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Acoustic-to-articulatory mapping with joint optimization of deep speech enhancement and articulatory inversion models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.088286Z

Source-reported events for the cited work

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Observation ec72ab57-ac00-486d-8764-bcb2938ed1bc · outbound

This paper cites Modeling consonant-vowel coarticulation for articulatory speech synthesis,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Modeling consonant-vowel coarticulation for articulatory speech synthesis,

Reference 14

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Observation 47ef918a-4638-491d-8a71-92e4695822e0 · outbound

This paper cites V oice disguise using a foreign accent: phonetic and linguistic variation.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents V oice disguise using a foreign accent: phonetic and linguistic variation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.063345Z

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Observation 1dea8e7f-8ae8-4d32-9ad4-94e87dd95ec4 · outbound

This paper cites Speech synthesis from neural decoding of spoken sentences,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Speech synthesis from neural decoding of spoken sentences,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.044979Z

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Observation e6326ea8-7b58-4ce1-b21e-880998880462 · outbound

This paper cites Ev- idence of vocal tract articulation in self-supervised learning of speech,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Ev- idence of vocal tract articulation in self-supervised learning of speech,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.024303Z

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Observation b0ab0448-fb92-47be-8d73-02a6841c2d0f · outbound

This paper cites Connections between uralic and other language fami- lies,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Connections between uralic and other language fami- lies,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:00.008751Z

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Observation 1a129be3-db76-4a66-a5ff-011718a2de6a · outbound

This paper cites The finnic languages,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents The finnic languages,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.999516Z

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Observation 26e3819a-6b4b-4cde-bafb-99d694b8a9b1 · outbound

This paper cites Sussex and P.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Sussex and P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.991532Z

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Observation 9ca44916-069e-4e20-b1a4-523de7fd2089 · outbound

This paper cites The MOCHA-TIMIT articulatory database,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents The MOCHA-TIMIT articulatory database,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.983313Z

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Observation dbbb6e5a-fe26-4094-9eeb-01863a1debd3 · outbound

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

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Announcing the electro- magnetic articulography (day 1) subset of the mngu0 articulatory corpus,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.974845Z

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Observation 941d350e-537e-4a18-92d8-ed8b889fc247 · outbound

This paper cites The electromagnetic ar- ticulography mandarin accented english (EMA-MAE) corpus of acoustic and 3d articulatory kinematic data,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents The electromagnetic ar- ticulography mandarin accented english (EMA-MAE) corpus of acoustic and 3d articulatory kinematic data,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.965715Z

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Observation d9f64432-81a3-4a9b-9b05-53956c33aa0a · outbound

This paper cites A new italian dataset of parallel acoustic and articulatory data,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents A new italian dataset of parallel acoustic and articulatory data,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.955832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d98729f-f1a7-4201-a0b1-3920c7a107f0 · outbound

This paper cites The DKU- JNU-EMA electromagnetic articulography database on mandarin and chinese dialects with tandem feature based acoustic-to- articulatory inversion,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents The DKU- JNU-EMA electromagnetic articulography database on mandarin and chinese dialects with tandem feature based acoustic-to- articulatory inversion,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.945805Z

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Observation 19780a9e-4d4f-4855-a077-26fc4880cf93 · outbound

This paper cites Main: Multilingual assessment instrument for narratives–revised,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Main: Multilingual assessment instrument for narratives–revised,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.935610Z

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Observation 8917a668-1b18-4d88-b660-1b23191a6603 · outbound

This paper cites VisArtico: a visual- ization tool for articulatory data,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents VisArtico: a visual- ization tool for articulatory data,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.924133Z

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Observation c7e87dfa-31b0-4246-8ad4-898be49b63d6 · outbound

This paper cites An optimal set of flesh points on tongue and lips for speech-movement classi- fication,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents An optimal set of flesh points on tongue and lips for speech-movement classi- fication,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.912837Z

Source-reported events for the cited work

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Observation 07ef38d3-0a55-477f-bc41-9037a2f017ac · outbound

This paper cites A review of data collection practices using electromagnetic articu- logragphy,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents A review of data collection practices using electromagnetic articu- logragphy,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.902465Z

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Observation 5658c374-a231-4213-8443-6fcf4e332221 · outbound

This paper cites Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.892361Z

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Observation f7c49529-d6ee-4edc-b5bd-4598345c9f6d · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents SpeechBrain: A General-Purpose Speech Toolkit

Reference 31

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This paper cites V oxCeleb: Large-scale speaker verification in the wild,.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents V oxCeleb: Large-scale speaker verification in the wild,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.882854Z

Source-reported events for the cited work

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Observation ce556ecb-462d-4f2a-a10d-78034dc0f06a · outbound

This paper cites Praat: doing phonetics by computer [computer program],.

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents Praat: doing phonetics by computer [computer program],

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:59.873134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 780ae286-e6e9-4b5c-b807-e2a2de4b8245 · inbound