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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:31.977850Z digest=sha256:60161fbd0d6081f3d316fa5c67599040e2430be757327df07befbc388e0898ca

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

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.073587Z digest=sha256:fcb88a63f53ff9b05ec5d20235b17194bb18dcfcf4693854ed37d82567ad9078

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 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.090261Z digest=sha256:06f1640ae69bca257d4a7bb7e01cd459b1fbada03c91fad2f35d2059c0a4ce9a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.096481Z digest=sha256:cdce338120dfb4589c9ffd85752addf5a9f426a4a8c3986c1b849dbe2c225f9e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.104727Z digest=sha256:76a548954855e6d96aa304148cf60528e4a1047a85808ed80f46057752209b8c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.112527Z digest=sha256:45b51b673c1d0b63dd7c20d2f20af503f649d5af428fbb0b40df2ba5f3c7b080

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.119176Z digest=sha256:1a698593f6dc877eba76a98b2b16d762e23545913fadb2d70b23f9b1a728b1c0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.128308Z digest=sha256:70a9843c34f3004b8c010fe92f53990c3a1d9a33fc09422fd583dd16612994af

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.139673Z digest=sha256:83fe2f410b1a1946719aacdfcad1e01a1f90ec85549257f32c1f530a8b8a5e8e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.145678Z digest=sha256:ba6d3260028f55a2ce0a3ff71b96e8fc431ae98ee117f0a77c12dda8461db579

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.152701Z digest=sha256:68071df82e900d53d4a5065ef76027a56bda8d100068620e1ed67fe7832a5bf6

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
raw_fallback, observed 2026-08-07T11:52:33.274859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.159073Z digest=sha256:7b0c2d4b13cf8c53821aec16b9112b8c4450259ac085c87746588dd03617e9f9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.165146Z digest=sha256:06dcee2ff3a33f9c67a45c7ff4ba96d8055eea2d3cf4ecab7c8282a00b512cfa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.170799Z digest=sha256:0b3684cae4c4a9251e56d78c82c11861b94fc90dacd6639acea26bc20e342afe

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=sha256:72326ddcd1cb9862e5197195bb858c8717194b497b5ffcc31cb5a9729e21ff0a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.184448Z digest=sha256:9cc8f2eb525be7611f387e13a65127e0c1d4eebe80b7af312256a07c40023234

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.190785Z digest=sha256:b71ffa5eb02a5b4aefe847f82ebdd8557ca09e33c7fdf2da3442d9c62aa34ce7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.199144Z digest=sha256:95e828f68382c2779ae7fa1c2a720101c9b01e434762e72786c048fb4a8e7adc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.210131Z digest=sha256:43166e6d37f661b12a0d83b0f58f43b3d6613244b1d5c59d2b47f6c4aab8f5e4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.218017Z digest=sha256:de54d671211dbd76b8406e5db7e106f503aad8b4796eb21e3788de4f534b68bc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.225391Z digest=sha256:7fc5382461c26fdfaa8fbbd5cdb6c4fcb10be49e86f4b48fd6bccf68e4da5206

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.235827Z digest=sha256:cfa70cef38f252f9e396c28c4b29cb1381f8f53b6108aa09386f59d593561509

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.244696Z digest=sha256:ffeef3c0cabb7c5374eb81eeb0ef5669fd14836b40954e31c1fe003db3492e00

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.253237Z digest=sha256:f8cbd1582e848531e1edb64e291adf1859b4cf3b8935c02741cad89123177089

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.263647Z digest=sha256:728e140115faaaf1071c88bb09100183464aa68d7dd9740512f4e63e77817613

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.272795Z digest=sha256:52bf114f888a7d164794e874ed79882ed66967030c95e59488f3b8f2a6d24de8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.321356Z digest=sha256:577ca2bf8df1e5c5b85eb9776986ad74c36bb962a1b81a33be1ebc0b5f4863b1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.381681Z digest=sha256:1d5ff6692cb06f8703e01f2a56fda0557596f03268113a99c9e9c63e169b6a24

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.475880Z digest=sha256:3e3fd778dec7167da0a637e23df188995eca431940b3bf8b31071e1bb3e36ada

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.550398Z digest=sha256:6a2bca66e1af1a994d21e56bd0d8face239512763b5b102b74b60e429f494d0d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.602115Z digest=sha256:d272e9529779f9e067891681cb2f84c2ce399b84d1c366f16fdd2aa53dd6c709

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.702894Z digest=sha256:16addc43bfdd13c92253a907706debe68b7370f530bfcd0896f7ba9a33fa19ff

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:b1b51912c15c0a4f45df5b0848f80d6e9c34e068ab554c0a516a7845bbf075a8

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=sha256:1768c8637055b03296121268d1c5fc38b830be3202754d629ef0ba90bb663971

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.728163Z digest=sha256:b1942250702a49c639ee3c29a69cc663d18d6873567a63301050b3b427b6a9d3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.735583Z digest=sha256:32fcdb4dcbcd14a3d9f89607b5a0c91c8118ec83240b520fdc53b5a5f4d5b486

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.744643Z digest=sha256:cecf352e8b334c4951d30a503569d80884e6cb66d564c11c6c60d05008a1d049

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.751501Z digest=sha256:9ed2ec8d3a8b925d5b9135c412f6377223f50429e3cabade933a09ebe3a11946

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.757014Z digest=sha256:dbcc16a58023fdadb5fda55992a590555b66d2d78c57fa63d2babb5036c7765e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.763979Z digest=sha256:fb695a83bf42fb0aea8fee8652ffe9f4b8b8bbacb19f66dbd0505e04ce2af09c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.769455Z digest=sha256:f68350791d88d8efccab4728aace6691d770f67e893781ad41dc1a007a6a2b5c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.776437Z digest=sha256:f7bc40a99be0b77f6b40e007af2aaad32677a52a6cf70ee9c139fabb850bc63c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.784053Z digest=sha256:34986869a438ae46747ac586981f343942073ddd06e69cad08a794c724511fc5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.789351Z digest=sha256:7b00c603f5e8e37b597100ee0ad63956d203a38c1a99c786844bc5a81e1a825d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.794225Z digest=sha256:6c718672358bb41e5c1bfefcdaf602d0fee76b6811a0b12bd95bfaec45e2d1bf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.800105Z digest=sha256:8412d5778178e97d999f5041fa60a1a7255d5b8dc1d74cf4fc53377da1c3a08d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.805303Z digest=sha256:0367921a2ac3e450de092c630aea6afd28132f9cd056194c1082f02e73a76d37

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.821872Z digest=sha256:45dc8dd55926f032bebb176898242b0533c7b07d78bee203e082dc747504070e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.829157Z digest=sha256:bb6ed58504ed792dffa36902d572678c2117ec841d23456c5e36ef1436f80ec9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:32.835224Z digest=sha256:cd15ba6ebda6f7d9420e038a5b842fb69b620431ca0b8de33ab650416244a94e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:52:31.966117Z digest=sha256:a8aa440825ce250fd553e0bb42e93aefc08c4db0d1d8ce33fafb333df00c22e1