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Paper Citation Record · LEDGER

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech

As of 14 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.15378.

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

pith.paper-citation-record.v1
2505.15378 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:21:26.632979Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

41 of 41 outbound references displayed

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  • verified fuzzy36
  • unresolved5
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68a90873-99b6-4a88-82e1-801df7c88fa4 · outbound

This paper cites an unresolved cited work.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unresolved cited work

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b165ab28-055b-48a3-93c6-83c9ea9a3d50 · outbound

This paper cites A unique feature of this corpus is the inclusion of a study specifically designed to analyze the effects of medica - tion in PD patients.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech A unique feature of this corpus is the inclusion of a study specifically designed to analyze the effects of medica - tion in PD patients

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 358bf888-d136-4588-b5d7-10ed5ee9cb55 · outbound

This paper cites an unresolved cited work.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unresolved cited work

Reference 3

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 769e1be6-9e72-4119-9d63-c8f9238626d7 · outbound

This paper cites an unresolved cited work.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unresolved cited work

Reference 4

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e962d571-c340-4868-ad13-577bacaf900b · outbound

This paper cites an unresolved cited work.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:21:32.854426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 48d553fe-3254-49a6-bb16-67ea0f32481b · outbound

This paper cites an unresolved cited work.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:21:22.777084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:21:22.777084Z digest=sha256:ef90ab1f1c7e54e434924317c25cf05ca89b99225c4e19f0ad5be62b5daac3af

Observation df943158-c557-43af-a649-72afcd83cddf · outbound

This paper cites Parkinson’s Disease: Clinical Features a nd Diagno- sis,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Parkinson’s Disease: Clinical Features a nd Diagno- sis,

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:22.874018Z digest=sha256:311b4262c2fcd0bcdb5b2e4df33c18d5a3918e1a91303afd9195a88b061a1272

Observation 74476cdc-2a1d-47b4-b82b-a3cec53c1029 · outbound

This paper cites Intonation an d Speech Rate in Parkinson’s Disease: General and Dynamic Aspects and Responsiveness to Levodopa Admission,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Intonation an d Speech Rate in Parkinson’s Disease: General and Dynamic Aspects and Responsiveness to Levodopa Admission,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:32.543204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:22.997285Z digest=sha256:1f96a5cb8118d9a518b4b45c5902055b98ca22918a47f6af5e6d508826d9c505

Observation 4ec53336-e735-4e99-83ab-0298266a6df0 · outbound

This paper cites Nonlinear progression of Parkinson disease as determined by serial positron emission tomographic imagin g of striatal fluorodopa F 18 activity,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Nonlinear progression of Parkinson disease as determined by serial positron emission tomographic imagin g of striatal fluorodopa F 18 activity,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:32.372959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f37b0a11-38c1-41b3-bb83-98f5a5efb18f · outbound

This paper cites Speech Defects o f Parkinsonian Patients: Effects of Levodopa Therapy on Spee ch Intelligibility,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Speech Defects o f Parkinsonian Patients: Effects of Levodopa Therapy on Spee ch Intelligibility,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:32.228794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.269325Z digest=sha256:5ea386439211c18b9cad991d39d93ef555eccef383ddeb25bd9c63f3b8c12309

Observation 1bcb038f-e0c1-484c-9846-4e256df57c8f · outbound

This paper cites Speech Changes in Parkinson’s Disease During Treatment with L-dopa,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Speech Changes in Parkinson’s Disease During Treatment with L-dopa,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:32.073247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.426239Z digest=sha256:009e3a22e6ccc1455ba3d7fe48a74aeb31c667cdd5a7073ff1c5ac5125c2c7ea

Observation 2642d542-8187-401d-9759-6abf6c357707 · outbound

This paper cites Perceptual Characteristics of Parkinso- nian Speech: A Comparison of the Pharmacological Effects of Levodopa across Speech and Non-Speech Motor Systems,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Perceptual Characteristics of Parkinso- nian Speech: A Comparison of the Pharmacological Effects of Levodopa across Speech and Non-Speech Motor Systems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.956428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.588624Z digest=sha256:9e49149aabb27f19d6949ecea8320abd3a43e6d7ef4d776db51708be4ec18c05

Observation 01e28c3d-99cf-4e60-9426-1e7de970aaae · outbound

This paper cites Automatic detection of Parkinson’s disease in running speech spoken in three different languag es,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Automatic detection of Parkinson’s disease in running speech spoken in three different languag es,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.779241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.699272Z digest=sha256:4050e78cc42d2ad5a12c26e30d2c181d6acee7f1c583ff3db40bb44c8566a9a0

Observation a84ca1c0-2757-495d-8ddb-11848fa754f1 · outbound

This paper cites Parkinson’s Disease and Aging: Analysis of Thei r Ef- fect in Phonation and Articulation of Speech,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Parkinson’s Disease and Aging: Analysis of Thei r Ef- fect in Phonation and Articulation of Speech,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.617137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.807716Z digest=sha256:51f85fc8d1934df95f9dc240bd4d4202bb8f3743657bf46affbdd0a1e2d965db

Observation d230d818-12aa-456f-adf5-179512c480c2 · outbound

This paper cites Long-Term Average Spectral Feature-Based Parkinson’s Disease Detection from Speech,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Long-Term Average Spectral Feature-Based Parkinson’s Disease Detection from Speech,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.449420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:23.921726Z digest=sha256:d0f19d9df0efefbcfa2e9dc71f0ec9a20815e8d3eb3a290de8d9a5ba220a7462

Observation b9795391-5a10-4235-bfdc-53342a41289e · outbound

This paper cites Characterization Methods for the Detection of Multiple V oice Disorders: Neurological, Functional, and Laryngeal Diseases,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Characterization Methods for the Detection of Multiple V oice Disorders: Neurological, Functional, and Laryngeal Diseases,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.237722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.029841Z digest=sha256:7ac05d12dee562e24d131d951a74c3b97e23e857cb021e879c86bb5358a5b487

Observation 62884132-149f-4d32-b567-910f23f52690 · outbound

This paper cites Automatic Detection of Parkinson’s Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Automatic Detection of Parkinson’s Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:31.078669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 929064eb-e321-4f66-83e9-8a8fd3483845 · outbound

This paper cites Multi-Class Detection of Pathological Speech with Latent Features: How does it Perform on Unseen Data?.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Multi-Class Detection of Pathological Speech with Latent Features: How does it Perform on Unseen Data?

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.971472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.291591Z digest=sha256:0ba39e58726768358d902e9b96d436ebcc9d34ae13146f10dd072b32a82c22d7

Observation 2552c3ae-83b7-4ce7-a630-22177521b171 · outbound

This paper cites Exploiting Foundation Models and Speech Enhancement for Parkinson’s Disease Detection from Speech in Real-World Operative Conditions,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Exploiting Foundation Models and Speech Enhancement for Parkinson’s Disease Detection from Speech in Real-World Operative Conditions,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.822967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.397588Z digest=sha256:49b6045ee616e5eeda613a4653888ff7e6e49019c7240308b16128e501948b30

Observation 5e6e6255-f395-4ace-a469-a3eac3f14efb · outbound

This paper cites On the Use of a Foundation Acoustic Model to Identify Highly Relevant Phonetic Information of Parkinson’s Speech,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech On the Use of a Foundation Acoustic Model to Identify Highly Relevant Phonetic Information of Parkinson’s Speech,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.679153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.476195Z digest=sha256:81136d558e5563209f7a1e1e3b12e18b511f47f563851763553e556aebf82aca

Observation a7d5aed7-805b-4e76-adf4-698ea6f7676e · outbound

This paper cites Automatic Classification of Parkin- son’s Disease Using Wav2V ec Embeddings at Phoneme, Syllable, and Word Levels,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Automatic Classification of Parkin- son’s Disease Using Wav2V ec Embeddings at Phoneme, Syllable, and Word Levels,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.513812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.582984Z digest=sha256:9ac3dd34ff031a9e2df291f18493d06234509b0b33baa006dcb6a4ee6a1edbf0

Observation 60dc6edc-cb89-45b8-b703-b6908a24012e · outbound

This paper cites Interpretable speech features vs. DNN embed- dings: What to use in the automatic assessment of Parkinson’ s disease in multi-lingual scenarios,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Interpretable speech features vs. DNN embed- dings: What to use in the automatic assessment of Parkinson’ s disease in multi-lingual scenarios,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.354838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 14db5926-7398-4c9e-a1fb-ea463d90c704 · outbound

This paper cites Assessment of Parkinson’s Disease Medica- tion State Through Automatic Speech Analysis,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Assessment of Parkinson’s Disease Medica- tion State Through Automatic Speech Analysis,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:30.194367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.800318Z digest=sha256:61a60bfc9e37bc51e68e87d74b671efaf9fe7b0fb81901f1635dca7af169d1e8

Observation 4085e7a6-f77e-4d79-9f2f-c367ca828c10 · outbound

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

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.993141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.898791Z digest=sha256:6bdbcb6019d495e96a79c9a2b34ce40b40bba081701f4d5999f265851e216d36

Observation 0f4c73fd-3cbc-40cf-9ed9-63393971759e · outbound

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

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.804621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:24.981077Z digest=sha256:d9640cf8a8fadc275888ec4127b4932b12c5a77b8bfb0871ba381e4b952e54e6

Observation 09df86f7-fa52-4dc1-9d6f-aeab22bbe05d · outbound

This paper cites Dysarthria in Individuals with Parkinson’s Disease: A Protocol for a Binational, Cross-Sectional, Cas e- Controlled Study in French and European Portuguese (FraLu- soPark),.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Dysarthria in Individuals with Parkinson’s Disease: A Protocol for a Binational, Cross-Sectional, Cas e- Controlled Study in French and European Portuguese (FraLu- soPark),

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.618997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.116943Z digest=sha256:17a3c5690067908f5620e2fee8aaa0306734f9fa9d7c1c1463f58092ae11450e

Observation e294fca5-8aa8-4851-9acf-d4e337acb901 · outbound

This paper cites (Dys)Prosody in Parkinson’s Disease: Effects of Medication and Disease Duration on Intonation and Prosod ic Phrasing,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech (Dys)Prosody in Parkinson’s Disease: Effects of Medication and Disease Duration on Intonation and Prosod ic Phrasing,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.453009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.205772Z digest=sha256:562d7ebec6b67ad7a20d58e2bf8b7b346c596d98660a5f949535fbac686bb261

Observation 1ab0301c-fb3e-4eb1-a94f-8d612817e065 · outbound

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

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Movement Disorder Society-Sponsored Re- vision of the Unified Parkinson’s Disease Rating Scale (MDS- UPDRS): Scale Presentation and Clinimetric Testing Result s,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.241096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.299271Z digest=sha256:e225344a7216885cbbf33e9bc6350049eb107b0263730e89e75fa8dedc0156d1

Observation e253e5f2-aea0-4f3f-9378-b5b3f2270538 · outbound

This paper cites Frenchay Dysarthria Assessment (FDA-2) in Parkinson’s Disease: Cross-Cultural Adaptation and Psych ome- tric Properties of the European Portuguese V ersion,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Frenchay Dysarthria Assessment (FDA-2) in Parkinson’s Disease: Cross-Cultural Adaptation and Psych ome- tric Properties of the European Portuguese V ersion,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:29.049020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.378866Z digest=sha256:99db3181e1553e73137e7a467dde7d7c29aea44f7ea9c8de44f975c0edf43468

Observation f3dd06a8-ca1c-4867-aa26-c4a499e719c0 · outbound

This paper cites Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Netwo rks for Speech Emotion Recognition,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Netwo rks for Speech Emotion Recognition,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:28.887626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.519395Z digest=sha256:9fdd1bcd9312aa6aacf6ce98f2b31de53d829bc288beed76da7953a1ef9912bd

Observation 5cea28f4-8663-481b-b28f-b23e04cf177b · outbound

This paper cites Multi -Triplet Loss-Based Models for Categorical Depression Recognition from Speech,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Multi -Triplet Loss-Based Models for Categorical Depression Recognition from Speech,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:28.713465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.627369Z digest=sha256:4380cffdc282f483814ee55d59493764e40b134fc22f0237743fce798307b3cb

Observation 10d94f96-5f27-4160-9e4d-e9ff332aed27 · outbound

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

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Opensmile: the munich versatile and fast open-source audio feature extractor,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:28.531030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.748010Z digest=sha256:1435ce0835eee32bed0bc209b6c8bfd2ccbb57c3f3bce282233e9fc5799d7045

Observation e782dc3b-3bac-4097-8b6b-65015f96a9ef · outbound

This paper cites Automatic Parkinson’s disease detection from speech: Layer selection vs adaptation of foundation models ,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Automatic Parkinson’s disease detection from speech: Layer selection vs adaptation of foundation models ,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:28.364505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.852664Z digest=sha256:f9f8ebb5795c34cf74ff6ba986a1a45de0748235f1be6d61930a77c9b23726b2

Observation 2763feb8-c7e0-4881-a9e7-73bdae5cfa72 · outbound

This paper cites Layer-Wise Analy sis of a Self-Supervised Speech Representation Model,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Layer-Wise Analy sis of a Self-Supervised Speech Representation Model,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:28.144529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:25.966999Z digest=sha256:9b2af29d7d900356d0802f7d9504cee772b7683b0f903d6891647b2c6a136a7d

Observation bd127c12-4c6c-4474-8974-edfddf310d85 · outbound

This paper cites Exploring Digital Speech Biomarkers of Hy- pokinetic Dysarthria in a Multilingual Cohort,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Exploring Digital Speech Biomarkers of Hy- pokinetic Dysarthria in a Multilingual Cohort,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.962076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.047737Z digest=sha256:4edcd64949c6d49ae5d998f9cba58764fe4d33db9a82847e8202eb43817b5111

Observation a1aaba47-364a-4410-a363-9089156daafc · outbound

This paper cites Recent Advances in Drug Therapy for Parkinson’s Disease,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Recent Advances in Drug Therapy for Parkinson’s Disease,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.745068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.131027Z digest=sha256:27225cd7e96cdfb926497d1e3c52c47774f4090c90b1d2e6085e4e660c9d1ee7

Observation 9e543635-40fa-4f7c-9b58-631af5db7860 · outbound

This paper cites Unveiling Interpretability in Self- Supervised Speech Representations for Parkinson’s Diagno sis,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Unveiling Interpretability in Self- Supervised Speech Representations for Parkinson’s Diagno sis,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.599836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.226347Z digest=sha256:2cc5fa7a34c28509cda4ba5520954c0d747487cac92173de57e66f496e3a2450

Observation b6694c09-0746-45ab-9652-216cc1962b55 · outbound

This paper cites Towards an Automatic Evaluation of the Dysarthria Level of Patients with Parkinson’s Disease,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Towards an Automatic Evaluation of the Dysarthria Level of Patients with Parkinson’s Disease,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.432449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.336562Z digest=sha256:131bacedc858717aa965854cad80e176fda6bebf54dea42ffd06acf19931f6ac

Observation fcb26230-8abb-41e1-acdc-0b241a122b8e · outbound

This paper cites Interrater Reliability of the Unified Parkin- son’s Disease Rating Scale Motor Examination,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Interrater Reliability of the Unified Parkin- son’s Disease Rating Scale Motor Examination,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.217340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.430522Z digest=sha256:78801de0a6239857be9f3a49618ba828eb8738e8b2f2f0eb1495c7d973b436b2

Observation a9714c91-9bad-47de-9e95-2e1c2f0c6574 · outbound

This paper cites Evaluation of Parkinson’s Disease: Relia- bility of Three Rating Scales,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Evaluation of Parkinson’s Disease: Relia- bility of Three Rating Scales,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:27.022493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.506859Z digest=sha256:ed128e02d4094e9dd8beaf8c2fc0796c6de9b22b771db51bacb75d689edbdce7

Observation db5ac80a-7436-404d-859f-f2de2318930d · outbound

This paper cites Effect of Thalamotom y and Levodopa Therapy on the Speech of Parkinson Patients,.

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Effect of Thalamotom y and Levodopa Therapy on the Speech of Parkinson Patients,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:21:26.831033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T15:21:26.632979Z digest=sha256:83e88122c6e8674b9662eb2c3e4edafaf411837b0c2eb2175c456b27deaa22f6

Pith citing papers

No inbound Pith citation observations are available.