Paper Citation Record · LEDGER

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection

As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2608.13425.

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

pith.paper-citation-record.v1
2608.13425 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:21:42.447514Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

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verified fuzzy27
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c02ca8c6-a8f3-49b2-b8ad-a7cc06e1ec12 · outbound

This paper cites Parkinson’s Disease,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Parkinson’s Disease,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.078001Z

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Observation a5a467c2-a8e7-44b0-aad7-6e296784a8c5 · outbound

This paper cites Movement Disorder Society-Sponsored Revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS): Scale Presentation and Clinimetric Testing Re- sults,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Movement Disorder Society-Sponsored Revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS): Scale Presentation and Clinimetric Testing Re- sults,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.064948Z

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Observation 0e96186a-4b83-4284-a7e8-1adea7091428 · outbound

This paper cites Parkinsonism: Onset, Progression and Mortality,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Parkinsonism: Onset, Progression and Mortality,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.051664Z

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Observation d058b320-4ac0-47a3-9bb3-7147dfbda908 · outbound

This paper cites The Consortium to Estab- lish a Registry for Alzheimer’s Disease (CERAD). Part I. Clinical and Neuropsychological Assessment of Alzheimer’s Disease,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection The Consortium to Estab- lish a Registry for Alzheimer’s Disease (CERAD). Part I. Clinical and Neuropsychological Assessment of Alzheimer’s Disease,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.037884Z

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Observation 957e5225-1642-49e2-a384-071e06c88fce · outbound

This paper cites ”Mini-Mental State.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection ”Mini-Mental State

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.023858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a7e9c0a-46fc-4668-bcb7-c34e49f35e02 · outbound

This paper cites Exploring digital speech biomarkers of hypokinetic dysarthria in a multilingual cohort,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Exploring digital speech biomarkers of hypokinetic dysarthria in a multilingual cohort,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:43.010844Z

Source-reported events for the cited work

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Observation 7ccb72a3-f3b0-49ed-97e7-4a8084dc5ef1 · outbound

This paper cites Speech- Based Parkinson’s Detection Using Pre-Trained Self-Supervised Automatic Speech Recognition (ASR) Models and Supervised Contrastive Learning,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Speech- Based Parkinson’s Detection Using Pre-Trained Self-Supervised Automatic Speech Recognition (ASR) Models and Supervised Contrastive Learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.997744Z

Source-reported events for the cited work

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Observation 1fe1dd2e-c869-412b-b839-1202a73757c3 · outbound

This paper cites Analyzing Wav2Vec 1.0 Embeddings for Cross-Database Parkinson’s Disease Detection and Speech Features Extraction,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Analyzing Wav2Vec 1.0 Embeddings for Cross-Database Parkinson’s Disease Detection and Speech Features Extraction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.984650Z

Source-reported events for the cited work

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Observation c2bbd476-7d5f-4b2b-b305-91111f1cf1ca · outbound

This paper cites Towards a Corpus (and Language)-Independent Screening of Parkinson’s Disease from V oice and Speech through Domain Adaptation, journal = Bioengineering,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Towards a Corpus (and Language)-Independent Screening of Parkinson’s Disease from V oice and Speech through Domain Adaptation, journal = Bioengineering,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.971159Z

Source-reported events for the cited work

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Observation 918aa4de-70b8-4041-8aba-554de6f29f44 · outbound

This paper cites A Large-Scale Probing Analysis of Speaker-Specific Attributes in Self-Supervised Speech Representations,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection A Large-Scale Probing Analysis of Speaker-Specific Attributes in Self-Supervised Speech Representations,

Reference 10

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Observation 19897a41-2135-4b59-baca-37d1dde6896e · outbound

This paper cites Towards a Generalizable Speech Marker for Parkinson’s Disease Diagnosis,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Towards a Generalizable Speech Marker for Parkinson’s Disease Diagnosis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.958270Z

Source-reported events for the cited work

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Observation 9e657e7e-6e55-4379-905f-1497bd024bca · outbound

This paper cites Analysis of spontaneous speech in Parkinson’s disease by natural language processing,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Analysis of spontaneous speech in Parkinson’s disease by natural language processing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.943650Z

Source-reported events for the cited work

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Observation c3b1e6e5-2d81-4993-91ef-bdae01dc8c7e · outbound

This paper cites Speech features-based Parkin- son’s disease classification using combined SMOTE-ENN and binary machine learning,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Speech features-based Parkin- son’s disease classification using combined SMOTE-ENN and binary machine learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.929778Z

Source-reported events for the cited work

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Observation 4a9abe89-6048-4213-af28-7d98f620678c · outbound

This paper cites Bilingual Dual-Head Deep Model for Parkinson’s Disease Detection from Speech,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Bilingual Dual-Head Deep Model for Parkinson’s Disease Detection from Speech,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.916795Z

Source-reported events for the cited work

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Observation 6599b883-ebdb-4245-a50b-cb8fa31fe29e · outbound

This paper cites Machine Learning-Based Classification of Parkinson’s Disease Patients Using Speech Biomarkers,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Machine Learning-Based Classification of Parkinson’s Disease Patients Using Speech Biomarkers,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.889161Z

Source-reported events for the cited work

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Observation 11d8b22d-bcb8-4d56-8e28-180af9ce202f · outbound

This paper cites Available: https://api.semanticscholar.org/CorpusID: 276961433.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Available: https://api.semanticscholar.org/CorpusID: 276961433

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.902568Z

Source-reported events for the cited work

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Observation 3c94c2b9-ed30-4ca1-84fe-02924a7c7f66 · outbound

This paper cites Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease

Reference 17

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Source-reported events for the cited work

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Observation beaa9c04-26a2-4e4a-980c-8c0fdb1cc956 · outbound

This paper cites Multi-Modal Decentralized Hybrid Learning for Early Parkinson’s Detection Using V oice Biomarkers and Contrastive Speech Embeddings,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Multi-Modal Decentralized Hybrid Learning for Early Parkinson’s Detection Using V oice Biomarkers and Contrastive Speech Embeddings,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.874284Z

Source-reported events for the cited work

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Observation 79047322-6d46-4438-8418-1ae29ecb72b1 · outbound

This paper cites Emotional State Modeling for the Assessment of Depression in Parkinson’s Disease,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Emotional State Modeling for the Assessment of Depression in Parkinson’s Disease,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.846849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 592538eb-013f-4f50-ae5c-f0774673b7b2 · outbound

This paper cites Automatic speech-based assessment to discriminate Parkinson’s disease from essential tremor with a cross-language approach,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Automatic speech-based assessment to discriminate Parkinson’s disease from essential tremor with a cross-language approach,

Reference 20

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Source-reported events for the cited work

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Observation b44417b1-76ac-4fa4-9940-8dd78cf287e8 · outbound

This paper cites (2026) T ¨ubinger Erhebung von Risikofaktoren zur Erkennung von Neurodegeneration (TREND).

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection (2026) T ¨ubinger Erhebung von Risikofaktoren zur Erkennung von Neurodegeneration (TREND)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.816816Z

Source-reported events for the cited work

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Observation 4364778d-0b44-4fce-a877-37dba03a2dbf · outbound

This paper cites Detection of persons with Parkinson’s disease by acoustic, vocal, and prosodic analysis,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Detection of persons with Parkinson’s disease by acoustic, vocal, and prosodic analysis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.832406Z

Source-reported events for the cited work

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Observation b413a887-c85f-4ec7-80fd-53060f5a3dd8 · outbound

This paper cites SciPy 1.0: fundamental algorithms for scientific computing in Python,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection SciPy 1.0: fundamental algorithms for scientific computing in Python,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.788726Z

Source-reported events for the cited work

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Observation 3b28b77a-35a4-4c99-b76d-a53e48c46921 · outbound

This paper cites On implementing 2D rectangular assignment algorithms, au- thor=Crouse, David F.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection On implementing 2D rectangular assignment algorithms, au- thor=Crouse, David F

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.803142Z

Source-reported events for the cited work

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Observation ae0543bc-9cbc-4411-bc34-41c08ba7917b · outbound

This paper cites The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.774938Z

Source-reported events for the cited work

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Observation 22576f0b-d4d9-4109-bf2f-26d1a7a9a47e · outbound

This paper cites Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy

Reference 26

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Observation a89c6898-31d7-4b40-a132-b848a8492221 · outbound

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

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 27

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Source-reported events for the cited work

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Observation a944c922-b212-4c3c-9a2d-739c7ff7e74a · outbound

This paper cites openSMILE: the Munich versatile and fast open-source audio feature extractor,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection openSMILE: the Munich versatile and fast open-source audio feature extractor,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.760695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b96003e-8a5d-48a8-9b06-3cf4f4a181d0 · outbound

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

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 29

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Observation bf518cbf-6f82-4660-a00a-c3f2e3d515cf · outbound

This paper cites WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.736733Z

Source-reported events for the cited work

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Observation fa64c958-a084-47d2-ae08-a35a398e97bf · outbound

This paper cites Scaling Speech Technology to 1,000+ Languages.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Scaling Speech Technology to 1,000+ Languages

Reference 31

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Source-reported events for the cited work

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Observation 5f8f769d-e7f8-40a0-b065-50924c848661 · outbound

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

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection XLS-R: Self-supervised cross-lingual speech representation learning at scale,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.713711Z

Source-reported events for the cited work

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Observation e301418a-63b2-4bf5-be90-f00f5a12d948 · outbound

This paper cites Naive application of permutation testing leads to inflated type I error rates,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Naive application of permutation testing leads to inflated type I error rates,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.685043Z

Source-reported events for the cited work

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Observation 2d6e129e-686a-46d7-a0dd-1e9d8f43fccd · outbound

This paper cites scikit-learn: Machine Learning in Python,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection scikit-learn: Machine Learning in Python,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:21:42.699591Z

Source-reported events for the cited work

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Observation 6b4788ba-4283-42cb-818e-f706216eae1a · outbound

This paper cites Towards a Corpus (and Language)-Independent Screening of Parkin- son’s Disease from V oice and Speech through Domain Adaptation,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Towards a Corpus (and Language)-Independent Screening of Parkin- son’s Disease from V oice and Speech through Domain Adaptation,

Reference 35

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This paper cites On a test of whether one of two random variables is stochastically larger than the other,.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection On a test of whether one of two random variables is stochastically larger than the other,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T11:21:42.442837Z

Source-reported events for the cited work

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Observation e7eec963-1d58-4b2c-9957-cf2026dbca43 · outbound

This paper cites Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis.

Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis

Reference 2025

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Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.