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Paper Citation Record · LEDGER

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition

As of 20 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.11069.

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

pith.paper-citation-record.v1
2506.11069 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:52:32.835224Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:52:31.966117Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:52:32.940961Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy49
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16898597-fb66-4da4-919e-2265f89cd71a · outbound

This paper cites Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition

Reference 1

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 51af2dbb-5f5d-43af-865a-b09ac7e09a6e · outbound

This paper cites However, such a design inherently results in heterogeneous data distributions across clients.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition However, such a design inherently results in heterogeneous data distributions across clients

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.399593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 34b6bf55-ebb8-47db-a1f1-c145c9a2d770 · outbound

This paper cites ##=2$%(45&||75&!) !.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition ##=2$%(45&||75&!) !

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation aec08e54-bf1c-42a3-b973-2421493180af · outbound

This paper cites very low.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition very low

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.380777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:31.977850Z digest=sha256:edf5a4026b2c2ef876ef6ad37bce084a7d8cc925ef0825adc82e9338d1cf7c4a

Observation 02425c68-71e2-4937-9213-a8f048fc4788 · outbound

This paper cites an unresolved cited work.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Unresolved cited work

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.073587Z digest=sha256:05e430c3f410c03e569e73e1d6f672adece599f76f03d2d45986e5dc571b6430

Observation de2e42b8-bee6-43b8-a54c-7f5982d59f3a · outbound

This paper cites 14200220, 14200021, 14200324 and Innovation Technology Fund grant No.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition 14200220, 14200021, 14200324 and Innovation Technology Fund grant No

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.362874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.082622Z digest=sha256:b731d44bff40268883e299af15bb9c4e01656c9bee0bfe65e5bfa94c514fe430

Observation 1a8b09cd-3a3b-48c6-aabb-52a810b02b36 · outbound

This paper cites Speech-Transformer: A No-Recurrence Sequence-to-Sequence Model for Speech Recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Speech-Transformer: A No-Recurrence Sequence-to-Sequence Model for Speech Recognition,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.353635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.090261Z digest=sha256:68a4200a21f9e02af74838b1500f4f101a8329202537341dde37d3e694801d9f

Observation 964458a8-0aa5-4bc4-817b-ed72e0b926cc · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Conformer: Convolution-augmented Transformer for Speech Recognition,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.344850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.096481Z digest=sha256:cc42e9a6f5bfaaf64feee9d18bf44bc125b883b2279e0c249f01caa489f1d22b

Observation e4d3b454-33a6-4cce-b10d-454268a995cf · outbound

This paper cites Development of the CUHK Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Development of the CUHK Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.335940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.104727Z digest=sha256:463ab7d0c6156b134fe27fb628ffcb2cd91b791db5ca76be552d2691ce8224ca

Observation 7253d0b5-48e2-4c6b-a971-26e1e7f948d3 · outbound

This paper cites Recent Progress in the CUHK Dysarthric Speech Recognition System,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Recent Progress in the CUHK Dysarthric Speech Recognition System,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.327270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.112527Z digest=sha256:fece4b11fdcde0b1a5bac5b3d9ccfaeda00e0e4eee472fc1b0e0eab3706491d1

Observation 8c39f7ec-1fd8-472e-a853-167dbe98b9f1 · outbound

This paper cites Conformer Based Elderly Speech Recog- nition System for Alzheimer’s Disease Detection,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Conformer Based Elderly Speech Recog- nition System for Alzheimer’s Disease Detection,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.318227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.119176Z digest=sha256:1556c4fda5570f77f82d37e4e05d02ce1e23083e50fb5a038becf5407df12617

Observation f55fb996-ec03-4b4c-beef-4974182b5b45 · outbound

This paper cites Speaker Adaptation Using Spectro- Temporal Deep Features for Dysarthric and Elderly Speech Recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Speaker Adaptation Using Spectro- Temporal Deep Features for Dysarthric and Elderly Speech Recognition,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.309340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.128308Z digest=sha256:e827a7929d58f6401ce21b559aef2f52dd9d0070a0be55596b08ee33374ba4d1

Observation 3c24a0d0-609f-41b5-8040-de6a1cb3d860 · outbound

This paper cites Acoustic modelling from raw source and filter components for dysarthric speech recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Acoustic modelling from raw source and filter components for dysarthric speech recognition,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.300240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.139673Z digest=sha256:e413853e7a17413d7ab8584aa66b63ad307e80ba93ce8274332e8e45ee6b7d10

Observation 4b148466-f2dd-47b0-b01e-0569f49e9a0a · outbound

This paper cites Speaker adaptation for Wav2vec2 based dysarthric ASR,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Speaker adaptation for Wav2vec2 based dysarthric ASR,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.291783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.145678Z digest=sha256:4b5bb67d1136a906f18d65544817ea938f3751c170a1a6d781e1fc188b0335b2

Observation 048fb188-186e-422b-89df-756549357de3 · outbound

This paper cites Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.283093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.152701Z digest=sha256:baf1bb91f938b9b0294832d13ba9b22b257b200804b2fd57b41cf95edb62b41b

Observation b5f39e1f-1d40-466f-9f54-1a0124216d69 · outbound

This paper cites Personalized Adversarial Data Augmenta- tion for Dysarthric and Elderly Speech Recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Personalized Adversarial Data Augmenta- tion for Dysarthric and Elderly Speech Recognition,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.159073Z digest=sha256:ce94f5014953c6b76ca84f54ad39a5ca3a9f2d5b692f4d41ca43e26b6c920b5a

Observation f9d0c100-a71c-4d30-a7ef-2549331c7d33 · outbound

This paper cites Enhancing Pre-trained ASR System Fine- tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Enhancing Pre-trained ASR System Fine- tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.266542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.165146Z digest=sha256:d6cb4b97c93ba3a3ae12f7b41977a655916cb337487da5df3a4f30d1ece07a9f

Observation aa62c8ca-c023-4fa8-aa3f-bb1463b41ded · outbound

This paper cites A Cluster-based Personalized Fed- erated Learning Strategy for End-to-End ASR of Dementia Pa- tients,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition A Cluster-based Personalized Fed- erated Learning Strategy for End-to-End ASR of Dementia Pa- tients,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.258014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.170799Z digest=sha256:01645504edf94ffd5973b55ab5ac581c731691f31b5835771086feda35909c77

Observation c1281142-570e-425d-8faf-6f989fda37c8 · outbound

This paper cites Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:52:32.176712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:52:32.176712Z digest=sha256:e578b72c0cd1ea1d66151ab6b46fede3a6efed45125387773aadddb391efdd11

Observation 18bf4d2e-4172-40c1-8caf-635993a5f1cd · outbound

This paper cites Spectro-temporal sparsity characteri- zation for dysarthric speech detection,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Spectro-temporal sparsity characteri- zation for dysarthric speech detection,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.242665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.184448Z digest=sha256:23be9d39901e6daa32daf6cb8949a1455938cd349925272cf20f421f62d3b81c

Observation 68538d2d-6f24-4c4e-9974-fccf54406e9b · outbound

This paper cites Balancing privacy and progress: a review of privacy challenges, systemic oversight, and patient perceptions in AI-driven healthcare,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Balancing privacy and progress: a review of privacy challenges, systemic oversight, and patient perceptions in AI-driven healthcare,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.234030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.190785Z digest=sha256:2027cd191b62e369db4bb7af4045f33b8966e0d8055a812d41096b2c51e48784

Observation 33252058-e4f2-4c32-9835-8b7319f7d54b · outbound

This paper cites Communication-Efficient Learn- ing of Deep Networks from Decentralized Data,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Communication-Efficient Learn- ing of Deep Networks from Decentralized Data,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.225428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.199144Z digest=sha256:d9d721eeba04e2fc14f58d02e6275b777d72e801704c93f27034159f1a722600

Observation 79491545-d7f8-471e-b30e-0d397af3413d · outbound

This paper cites Federated learning for keyword spot- ting,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning for keyword spot- ting,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.216850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.210131Z digest=sha256:1a98411cb93447fd03531a5818776ab6a8ee68592992400a48f2ecfd307aa5c9

Observation b172b8ba-0202-49ac-b2cf-fdcde8b7eb73 · outbound

This paper cites Training keyword spotting mod- els on non-iid data with federated learning,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Training keyword spotting mod- els on non-iid data with federated learning,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.208045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.218017Z digest=sha256:ce2eed112a1bffd0b04586756eaf616b679bc0b67020b0928bfb957e2df5ea99

Observation 6a668583-e7ff-4e6f-b2b1-a883dae4abf9 · outbound

This paper cites Improving on-device speaker verification using federated learning with privacy,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Improving on-device speaker verification using federated learning with privacy,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.199743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.225391Z digest=sha256:4cfb0973bd36d1ef760d1205748ab0f8463e6854572ba0bc89dd2f69e05f3f11

Observation 7f69d87a-28be-43e4-bb47-178b2b1dedca · outbound

This paper cites Stealthy backdoor attack towards feder- ated automatic speaker verification,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Stealthy backdoor attack towards feder- ated automatic speaker verification,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.191052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.235827Z digest=sha256:6a73aeac7f3e57d8fcca79e87eb49531ebb5312d794145ec266dcd8d6ff9d61d

Observation a2a1ec6f-a942-4c7b-bf5e-5cb341482a95 · outbound

This paper cites Federated learning for speech emotion recognition applications,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning for speech emotion recognition applications,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.182526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.244696Z digest=sha256:34681a56b01410d99a0ec8d9725cdaf87f940e4ba00c5df5d145ed72b7d45f51

Observation ef7069e7-087b-4b41-aeaf-d59d816d85e3 · outbound

This paper cites Semi-fedSER: Semi-supervised learning for speech emotion recognition on federated learning us- ing multiview pseudo-labeling,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Semi-fedSER: Semi-supervised learning for speech emotion recognition on federated learning us- ing multiview pseudo-labeling,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.173768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.253237Z digest=sha256:f32411b7bbebb5b99fa1cc7a23f7124efd1befc128f144bb33c8c132f7ac2285

Observation a67081f1-6210-4e3a-933b-7edebe64578d · outbound

This paper cites A federated ap- proach in training acoustic models.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition A federated ap- proach in training acoustic models

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.164840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.263647Z digest=sha256:eb11623f2e0af28e3f477a024e8d27005613e2ddd24c85ef535521bab3e83336

Observation 1dce6b9e-1a2e-432d-985c-2992ed4330bc · outbound

This paper cites Training speech recognition models with federated learning: A quality/cost framework,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Training speech recognition models with federated learning: A quality/cost framework,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.156865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.272795Z digest=sha256:9944ce30c31029775c3fda25d0a4e219f56301d0f71e07abac76c26ea2f70b16

Observation e455ac32-8802-473e-905a-d4e1828b4624 · outbound

This paper cites Federated learning in ASR: Not as easy as you think,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning in ASR: Not as easy as you think,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.148766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.321356Z digest=sha256:f9024a314102d662adce3cc27960bbd828299b878a563e143ae3aac4d930446a

Observation 63971baf-9841-4272-baf6-7359da7e4659 · outbound

This paper cites Federated acoustic modeling for automatic speech recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated acoustic modeling for automatic speech recognition,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.140521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.381681Z digest=sha256:0ff47de38a3ff5d54612ff36bb051f82fb5510e7578dbd96fb66c6382e994ef4

Observation 92603cd8-ee5c-433c-bf33-a0253d8da74d · outbound

This paper cites Cross-silo federated training in the cloud with diversity scaling and semi-supervised learning,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Cross-silo federated training in the cloud with diversity scaling and semi-supervised learning,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.132385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.475880Z digest=sha256:6d0a5945aaefe378fe0d33315173fc498897cbaad10d07bff946e7c40ada2f68

Observation 5c1d8ec4-8a51-40a5-86de-ce5e4024b4de · outbound

This paper cites End-to-end speech recognition from federated acoustic models,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition End-to-end speech recognition from federated acoustic models,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.123953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.550398Z digest=sha256:831bc9afa34a9b8ea033fa316cac7527838bcea04bfe515daff3e7b570d2a9bc

Observation b85fab0a-9eac-49b1-a673-d8b529f90c54 · outbound

This paper cites Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Fed- erated Learning for End-to-End ASR,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Fed- erated Learning for End-to-End ASR,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.114386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.602115Z digest=sha256:32fb64b8f3d80eae4a318b6d6d62116fc003d0c3d9b766255e33b7969f1b0d1d

Observation cc9093cd-56c6-44c7-8472-79b43dc36db4 · outbound

This paper cites Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.105092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.702894Z digest=sha256:e00cb02ba0b4e811de7acf8b251645d75bcb89ba312b84df6bbf5131d34d57fc

Observation 9226535e-eadb-4724-bb4f-01bf910d317a · outbound

This paper cites Federated learning with differ- ential privacy for end-to-end speech recognition,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning with differ- ential privacy for end-to-end speech recognition,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:52:32.716400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:52:32.716400Z digest=sha256:439b91cc60fd283765708a0af004a48639157328a061d805fc49ddb5297d7451

Observation f0f8be60-9934-4087-ac14-01b72e7f8571 · outbound

This paper cites Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:52:32.722605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:52:32.722605Z digest=sha256:13604bfd6bbb6ab7dee5dca47e8b511f06a7a5ed26236f18aa5e5d8923df3630

Observation 19182a5b-1241-43a3-846d-196a07831715 · outbound

This paper cites Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.096033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.728163Z digest=sha256:0b1a8dc5da618baead951f71b22cd8e7dbccfccb0f19aa736ede89e7bfe3d7a4

Observation 0e4ec85b-cfc0-4c18-925c-2791619a1db8 · outbound

This paper cites Federated Optimization in Heteroge- neous Networks,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated Optimization in Heteroge- neous Networks,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.085992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.735583Z digest=sha256:0a8bd9b965823e76576032bc105f86d05002c9f8ec4994367237fad8f9c65a61

Observation 0ba7fb3b-234a-4ed5-8f87-b98680e613b0 · outbound

This paper cites Fair and Privacy-Preserving Alzheimer’s Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Fair and Privacy-Preserving Alzheimer’s Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.076915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.744643Z digest=sha256:65631011cd217b0e24be635a40344526a7ab2390235b51a80cadd9d1daa5611d

Observation de2a3989-9534-44c7-ac71-d74726123add · outbound

This paper cites Federated learning for secure development of AI models for Parkinson’s disease detec- tion using speech from different languages,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning for secure development of AI models for Parkinson’s disease detec- tion using speech from different languages,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.068576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.751501Z digest=sha256:eac1a0b5715b567ee8ccacc3a8af7598284c4e7b6bad35b974e477f91e2f5cb2

Observation b713df58-a0a9-403e-945b-3f146198c31e · outbound

This paper cites A Comparative Analysis of Federated Learning for Speech-Based Cognitive De- cline Detection,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition A Comparative Analysis of Federated Learning for Speech-Based Cognitive De- cline Detection,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.060421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.757014Z digest=sha256:6fe1d312a85e8afe1b19c52146cc9184c99cc461bc834afade664b93aae73266

Observation 985daf86-aecb-4d10-8eba-5db67a0e778e · outbound

This paper cites Federated learning with interme- diate representation regularization,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Federated learning with interme- diate representation regularization,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.051662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.763979Z digest=sha256:0b534ffc4e5020caef5774a89794f1653a132a90abe0d98e259f100a068956bb

Observation 98a600a8-983a-4e20-b74d-dfd78e510496 · outbound

This paper cites Sparse Training for Federated Learning With Regularized Error Correction,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Sparse Training for Federated Learning With Regularized Error Correction,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.043671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.769455Z digest=sha256:6ec0bbb31ca3735fd601359d98b948f737eee58da30476504c6c2bc96785360b

Observation 9469090b-9a98-493c-baac-1f0fca2fa212 · outbound

This paper cites On information and sufficiency,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition On information and sufficiency,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.029723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.776437Z digest=sha256:0cc4595bcfb6331e2ba5d02bd210d66145c611d479dd857db53b26b8e765fd3c

Observation 1708965e-fc30-4f1f-b9db-4bdfbd461208 · outbound

This paper cites Dysarthric speech database for universal access research.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Dysarthric speech database for universal access research

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.021687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.784053Z digest=sha256:774bcdedd9ce041197efb61cf9288f03eba8d1b61fdf6a2ba9d2372236aa9551

Observation 89dc8061-b9da-4c37-9df7-46ca02ad1f18 · outbound

This paper cites The natural history of alzheimer’s disease: description of study cohort and accuracy of diagnosis,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition The natural history of alzheimer’s disease: description of study cohort and accuracy of diagnosis,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.013229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.789351Z digest=sha256:6d930107cf699583eef966d74e398612843b7b988d7ad97d8c86acebc6832202

Observation ce782720-6c2c-407b-99f4-1d818223d64f · outbound

This paper cites A survey on distributed machine learning,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition A survey on distributed machine learning,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:33.004453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.794225Z digest=sha256:d08bb1bdb762c9ddbd2f4248831c7d80b0605b8b2bbaf012a7f6312a0f7553f8

Observation b432dc38-38bc-444b-a4dc-82d29cfbd758 · outbound

This paper cites HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:32.994540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.800105Z digest=sha256:754840074d2faf712e8c8134d9ec4ce3103d40ee295f1ef3531ec5fde7aa1d2d

Observation 0a19439a-6760-41f6-a739-9bb6499f202a · outbound

This paper cites Alzheimer’s Dementia Recognition through Spontaneous Speech: The ADReSS Challenge,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Alzheimer’s Dementia Recognition through Spontaneous Speech: The ADReSS Challenge,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:32.985182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.805303Z digest=sha256:30cf7d814a997e087b3aadc75961168ae9a72d996d464fb89e72a422f9852192

Observation aaeac431-3eab-46fe-91f8-87b882fda72c · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Librispeech: An ASR corpus based on public domain audio books,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:32.975354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.821872Z digest=sha256:5fdf7b0cfca30b06755d0b42d082632164047c5e937f0ed8235e93f70f20169d

Observation 364a7253-72c8-49c7-b55f-302957199d91 · outbound

This paper cites Connectionist temporal classifica- tion: labelling unsegmented sequence data with recurrent neural networks,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Connectionist temporal classifica- tion: labelling unsegmented sequence data with recurrent neural networks,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:32.965966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.829157Z digest=sha256:e669f875baab3bcaba67d444f82c8d8ab4dc176e1cb5185de9ab4d42f7b4486f

Observation 699909f2-aedf-4dc2-ba5f-d58b33ec6699 · outbound

This paper cites Bootstrap estimates for confidence inter- vals in asr performance evaluation,.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Bootstrap estimates for confidence inter- vals in asr performance evaluation,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:52:32.956577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:32.835224Z digest=sha256:d4e3705f335128d74f0d68f1fff386cfe666080dbbb296de590246231e5da286

Pith citing papers

Observation 16898597-fb66-4da4-919e-2265f89cd71a · inbound

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition cites this paper.

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:52:32.946340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:52:31.966117Z digest=sha256:8faeeb5a48754b5d0efaa93c0ae906ada5edc400f3a3113816058ec8d7b0c147