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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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
raw_fallback, observed 2026-08-07T11:52:33.389931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:31.977850Z digest=sha256:e65410cad2306116f5a712e4f4d4a761665e5d746fd101836516a6bc14535b3f

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.073587Z digest=sha256:fa83a58d0080d1ababf715c71eba4548594dfe3c0ce38e55c2e1a5e715cfbe52

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 2026-08-07T06:34:17.273281+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.090261Z digest=sha256:fb55029d5306eb2c03889c516a8ee626b160d81f349e3df435d027ad23a2767c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.096481Z digest=sha256:342b8df0b56c781897eedcff854c1e47683a98ab67fb7e722fd4c9c3047a0e9c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.104727Z digest=sha256:b04f38d52d70c53955550649bd5dde8cd1b0b8dd71bc4d1d09af0b31dff2ccb1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.112527Z digest=sha256:e3aee12951006d11770a836039e89a29c26f137f78720c1feb7b2e6f5948469e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.119176Z digest=sha256:158a0fd2859ba580b27188637cdd02d6e1194346848719cba3f1c75935818a1d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.128308Z digest=sha256:83c7ef8d80c1666ad57a56bad856997c4d3ef66ed28a0fb81f906c191cc7fa6a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.139673Z digest=sha256:3ea87c4178d31fb570db65eed659bfc3878ead64a44acd32eb6c41ab95cd5381

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.145678Z digest=sha256:7289b6e9a5a0756f428fa23fe8c4d76d024ac4161e2b50b17bca77a19a33ae87

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.152701Z digest=sha256:ca4876e97266bc7456171ad1429d1787f9c7448127c79e0af9e8d107741ec636

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.159073Z digest=sha256:7cae1e1b27153f8578c2e4829360f22f846c3a58be606bedda6af24a6dcfd928

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.165146Z digest=sha256:f51eadc8e23bd53976874b769338b74e65d1ae67f715557ba71d1ceff5e6ae8e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.170799Z digest=sha256:318caa99c3f8ecb0a60aaf4be017c0a1d3db192a5d10cd69163e6cd29d74b88a

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=sha256:4e3164ae16b029bd68a7e48c1d00edff920c4f0531e0a23776ba17c8c4b18031

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.184448Z digest=sha256:153cf99691c658ad132e3f4e5d227a585735e5b363e35986371e3aa1fe5d68fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.190785Z digest=sha256:a797785e42cdec1f746afecc4a997d502b3704565ccedb1c8ea43d98add2f06c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.199144Z digest=sha256:adc3c0526eaaa91bd1da35170a607b30418846f30fa3bf3b0de9f5089b106821

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.210131Z digest=sha256:35d6a30a9340214aa8f4656e7f73daccf0ba533220237facffa882a0d990a307

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.218017Z digest=sha256:37cd66b4f547a5497bcfe8039ca68c4634659a3de822ba9ed14aeeca0c7096c0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.225391Z digest=sha256:6c5c1f4377b9ae184aebe8152afed6c93d906bf99fea712d8354a66997efc306

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.235827Z digest=sha256:ab041d3ad3bd11b61b445d2c3f51823c48e95dac5567247c96a16405bc1c5d63

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.244696Z digest=sha256:1d2323243c430f0a2020ce45a2d2588dbe7a968d5b6ee66544f69c7688bf8a78

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.253237Z digest=sha256:6f035412cefd5fdb6079ead97cf65afbb3e4893714feae54695c1f25413d609b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.263647Z digest=sha256:fc6c89819446cea282991198d864f2ea64733af302020cfa9e38a45ae8ecde04

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.272795Z digest=sha256:8917bcd1cc59a3d43ada2bdd7e6526626c22a37f673739a73d1adc1ddd58ba6d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.321356Z digest=sha256:30f18a8e1380a107b2a583876022e85a7f735e76d559ed0d1aa13e872d0884b0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.381681Z digest=sha256:400208b17275e957eb1e781a687ad89914a7d3a7b5c7222fef5170c8026d5625

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.475880Z digest=sha256:81a7f2ed007855fe511740a7453b3ad4c3ab5004d9545e943b305b3e1bdafb40

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.550398Z digest=sha256:8891fdd46390516032d587dc6f9f15f344e69e0c306737fcadc6d99e1fbb1f1d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.602115Z digest=sha256:dd30cd207c17d458960add4532e8136ad00d6217a63afa049a3f3fbbdd8c1d5c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.702894Z digest=sha256:8d8493272eac597d8b2f99fc12b734c12e5a0a1c4d36a5d063a5396a20f8ada2

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:a00b32c7634c7e33442ca20d3b9a815c08b2031dcf0750f25b128ef733a8604a

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=sha256:1d84a878d8734f5b2f19c7400466dfeccdc9255771ac40e57da1210e4c090a57

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.728163Z digest=sha256:8f2c3c8af13e5b2751a47843e32d137d5cefb127840c6e7cfece52a02bae1806

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.735583Z digest=sha256:29df38541784a85fa95988a4850b4d587260ad8b38a38675e7850c29d58d8d30

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.744643Z digest=sha256:ab588a49e4565e9321f9b1f176aab71a31dc30cd2011c5fc5082f7089af7bc67

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.751501Z digest=sha256:f37c37992abd052b8e39e88103543d687e4c93f2b62db2211ac73d82ed92c58c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.757014Z digest=sha256:31e10b794854b2cfbad0955853b5180a63ca5c86ebaf5c8267ec90057840e429

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.763979Z digest=sha256:93681e03318f82ceba3d08cfa2cb86d21474cf0e4a97dec5d3266eb39d4542e6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.769455Z digest=sha256:6c6a3210234e41fbe24a9ed3c1e2da6492b71a805089b8ab22a77ba169f388ad

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.776437Z digest=sha256:9aa7b24add39b47d63d79652d3002f4e2bccbf74bf8637b79057ba50c0a78b9c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.784053Z digest=sha256:3686dc5995daa652f49de6244f5d3e2be30881a06940b7af9c555a5bb6e9a307

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.789351Z digest=sha256:2532b85a88c38fa11d89fc1b63fe3634efca2e30bea4073b795e8626280fcc17

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.794225Z digest=sha256:9aaeee165c341b225a173bba58d5a430d47467736956fa0e9b5108cd73c9764a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.800105Z digest=sha256:09768edd2c9f0c144c437d177e47db2e1b1751b24352110b1d838e0afb7d9919

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.805303Z digest=sha256:978993ec2601c3693c6f5cf00db399c74e9b18ce9a4ba452d1a082159db8c134

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.821872Z digest=sha256:a97c64e85e447e14316b9c3d7f9c9b7d8d8c04bd2aa1986905511a9abcf542ea

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.829157Z digest=sha256:59dcd807783cff8c1cbc875971cad1b4f0853524e240b676036d0cbb6a27ba2b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:32.835224Z digest=sha256:e3a44163244972343add7b47c4dbe36d833b898a7c0f9c8181e545a9a5853dbb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:52:31.966117Z digest=sha256:faef6b51fdd1e22922430d5641c891f2090d6eb9e49afe28c125b3edc9d0fc58