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Paper Citation Record · LEDGER

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition

As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2505.22072.

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

pith.paper-citation-record.v1
2505.22072 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:23:11.733450Z

measured 58 of 58 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 2026-08-07T13:23:00.214445Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:23:12.315000Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved9
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86e9cb83-1a16-48d2-b43a-80530049ce7a · outbound

This paper cites an unresolved cited work.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Unresolved cited work

Reference 1

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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 faeefa53-0bd6-42c4-8813-887998166aa4 · outbound

This paper cites On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition

Reference 2

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local_arxiv, observed 2026-08-07T13:23:12.459851Z

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 0a29b2a5-9b11-495f-9475-3d4c526e337b · outbound

This paper cites an unresolved cited work.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Unresolved cited work

Reference 3

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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=2026-08-07T13:23:00.295083Z digest=sha256:2c9083fb0a5e7c466c9c4fa897b1ae56b9c68bc9ed8bb37f63da47521b2b6c1e

Observation 0637bb3f-16dd-4bcd-8576-294bf0a5526c · outbound

This paper cites an unresolved cited work.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Unresolved cited work

Reference 4

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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=2026-08-07T13:23:00.348913Z digest=sha256:7c8954b951f51eb16891c2cf8db39ed3315c8f258be2e95ae77fffe4314f507c

Observation b714dcfa-0dbb-442a-b2e9-21273fa10507 · outbound

This paper cites For example, HuBERT contains three main components: 1) a multi-layer CNN-based feature encoder; 2) an L-layer transformer-based context network with a projection layer; and.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition For example, HuBERT contains three main components: 1) a multi-layer CNN-based feature encoder; 2) an L-layer transformer-based context network with a projection layer; and

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=2026-08-07T13:23:00.436268Z digest=sha256:b7243be0550161b722f40f130b3c7b91763f7b8e34e9d0b3b8bad9c09f9d4e7d

Observation ac4b776f-5ca4-48ce-a08a-50af12f2e4dc · outbound

This paper cites In this paper, we fine-tune the pre-trained HuBERT and WavLM with a CTC decoder.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition In this paper, we fine-tune the pre-trained HuBERT and WavLM with a CTC decoder

Reference 6

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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=2026-08-07T13:23:00.480823Z digest=sha256:1bc267ca6173a15926cdad4f9f7d729dad44f6a8c45cb5895aefb80ee7ac5973

Observation 02080d37-70e0-4b7d-af89-0bd282bb4d9f · outbound

This paper cites !ℒ!%𝑪𝒔𝒀𝒔 BackboneSFM 🔥 a) SAT 🔥Router Requiresdata accumula9on Experts Router 🔥Experts Softmax(𝒂𝟒𝒔)Softmax(𝒂𝟏𝒔)…ℒ12 U?erance of speaker 𝑠 c) Batch-modeℒ!.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition !ℒ!%𝑪𝒔𝒀𝒔 BackboneSFM 🔥 a) SAT 🔥Router Requiresdata accumula9on Experts Router 🔥Experts Softmax(𝒂𝟒𝒔)Softmax(𝒂𝟏𝒔)…ℒ12 U?erance of speaker 𝑠 c) Batch-modeℒ!

Reference 7

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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=2026-08-07T13:23:00.546164Z digest=sha256:185657e8cca938c2e7c1ac552259292ae0ddbffa24154153ba54f683bbd9462b

Observation adc1f74a-77a0-4d02-9591-cdc2d4c7c464 · outbound

This paper cites Task Description and Experimental Setup UASpeech [33] is the largest publicly available dysarthric speech dataset containing 16 dysarthric and 13 control speak- ers.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Task Description and Experimental Setup UASpeech [33] is the largest publicly available dysarthric speech dataset containing 16 dysarthric and 13 control speak- ers

Reference 8

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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=2026-08-07T13:23:00.603887Z digest=sha256:f937128eaa0a4c22524b1c7535efef2e4b2b133cbeee7dda6884622569c7cf15

Observation ae55a744-f4da-4723-8bde-84e89e398730 · outbound

This paper cites +” represents score interpolation, while “X →Y.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition +” represents score interpolation, while “X →Y

Reference 9

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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=2026-08-07T13:23:00.666655Z digest=sha256:4c0141cfff564ed4435fac8ad8ab7f50c7e000ae0dbde2e8a4f4a26dec5df4b1

Observation 8d9d3d7c-7014-43dd-b3bc-992b5bd469a7 · outbound

This paper cites 6 & 7 vs.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition 6 & 7 vs

Reference 10

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raw_fallback, observed 2026-08-07T13:23:21.770473Z

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=2026-08-07T13:23:00.742340Z digest=sha256:c16648676c8dd04bf31d096c6d9e89692b717cfd5bf370670bde560ba98fd5ff

Observation ef757210-c8aa-4b38-a2f2-05bdcff3c6e1 · outbound

This paper cites while operating approximately 7 times faster in terms of RTF (Sys.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition while operating approximately 7 times faster in terms of RTF (Sys

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-07T13:23:21.565645Z

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=2026-08-07T13:23:00.781140Z digest=sha256:0d14ffdceb7a65945e9b573ca5356a421620d6439787b423a0f63abd5a4f5610

Observation b761e83f-5beb-4105-bc29-6ea560f3158c · outbound

This paper cites Know. ”) integration and KL loss, as well as on-the-fly MoE-based speaker adaptation with and with- out attentive pooling (“Atten. Pool.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Know. ”) integration and KL loss, as well as on-the-fly MoE-based speaker adaptation with and with- out attentive pooling (“Atten. Pool

Reference 12

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raw_fallback, observed 2026-08-07T13:23:12.173492Z

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=2026-08-07T13:23:00.834282Z digest=sha256:50e88f576a748a27ade9e4bf6ab3efb7725a8269ab7c9e19d65f3a3cffd092aa

Observation 64085c14-3261-43ad-bf5b-98d609ed995c · outbound

This paper cites Feature- driven routing networks are designed to produce homogeneous SD routing parameters on the fly, thereby facilitating zero-shot and real-time speaker adaptation.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Feature- driven routing networks are designed to produce homogeneous SD routing parameters on the fly, thereby facilitating zero-shot and real-time speaker adaptation

Reference 13

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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=2026-08-07T13:23:00.901063Z digest=sha256:3bd57f6a6bf788a541875273ba03fef3a3880f07345d876f10525b4ff982a93a

Observation f3a129e3-69fd-4d6f-ac2f-8e11afa3bedd · outbound

This paper cites 14200220, 14200021, 14200324, TRS T45-407/19N, Innova- tion Technology Fund grant No.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition 14200220, 14200021, 14200324, TRS T45-407/19N, Innova- tion Technology Fund grant No

Reference 14

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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=2026-08-07T13:23:01.026367Z digest=sha256:1317a4ff9045a5a069632f81d32f8e3fbeb132247fbe600d5374a286f9ca11a5

Observation 826a1e35-1032-4f17-a8b5-5626e978a53a · outbound

This paper cites Model adaptation and adaptive training for the recognition of dysarthric speech,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Model adaptation and adaptive training for the recognition of dysarthric speech,

Reference 15

Resolution
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raw_fallback, observed 2026-08-07T13:23:21.011328Z

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=2026-08-07T13:23:01.081679Z digest=sha256:4b26e3e5882668c7ba57d763cbd911d4f03ea0b0002ec37494727c4dff114387

Observation abf6e160-e48a-4f47-9d52-0d638510ccca · outbound

This paper cites Deep learning of articulatory-based representa- tions and applications for improving dysarthric speech recogni- tion,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Deep learning of articulatory-based representa- tions and applications for improving dysarthric speech recogni- tion,

Reference 16

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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=2026-08-07T13:23:01.150739Z digest=sha256:7557f44eabed28cf17e671c82fe060aff448385e3efa6e361722e70dd2ac8234

Observation 666453ac-c542-4d46-8b49-e0ec40fa50e1 · outbound

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

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Recent Progress in the CUHK Dysarthric Speech Recognition System,

Reference 17

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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=2026-08-07T13:23:01.280132Z digest=sha256:397d4958f299b7a10cdbdaee9d9af723aeb564b478ac8e8460b59234d4677929

Observation 09442f9d-ea9e-4aee-922f-21901eaa4a2c · outbound

This paper cites Speaker adaptation using spectro-temporal deep features for dysarthric and elderly speech recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Speaker adaptation using spectro-temporal deep features for dysarthric and elderly speech recognition,

Reference 18

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=2026-08-07T13:23:01.464241Z digest=sha256:829bb3c4cb6279cd08e90cb2d841aa7c70e74a1cf7eae107f5d8cabf350b7141

Observation c1485fa8-fe04-465b-afdb-b2d095240d62 · outbound

This paper cites Exploring Self-supervised Pre-trained ASR Mod- els For Dysarthric and Elderly Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Exploring Self-supervised Pre-trained ASR Mod- els For Dysarthric and Elderly Speech Recognition,

Reference 19

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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=2026-08-07T13:23:01.597336Z digest=sha256:6ad55382c4d95d4c961a2099c6aef1aaa292992bfbc3aef7614c25fafcc6e336

Observation 598f8b99-935c-421f-b063-1fb1b959ba7d · outbound

This paper cites Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech Recognition,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:20.273774Z

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=2026-08-07T13:23:01.754149Z digest=sha256:74e5eed138ef36aa18245518a97b66a8a191aeb74a25ffe909cb48b1a7f2d1d7

Observation c6baa42d-9283-4ab7-bae7-5d39f1bad846 · outbound

This paper cites Exploiting Cross-Domain And Cross-Lingual Ul- trasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Exploiting Cross-Domain And Cross-Lingual Ul- trasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition,

Reference 21

Resolution
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raw_fallback, observed 2026-08-07T13:23:20.144647Z

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=2026-08-07T13:23:01.947449Z digest=sha256:c9eabdb051248e2544d6bd7c1c0a82fcf8d9a0afcb30b0a2535979bf7c2f0627

Observation bb94f6e1-6e5e-4f03-b10f-d54c493dd535 · outbound

This paper cites Exploiting Cross Domain Acoustic-to- articulatory Inverted Features for Disordered Speech Recogni- tion,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Exploiting Cross Domain Acoustic-to- articulatory Inverted Features for Disordered Speech Recogni- tion,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:20.037160Z

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=2026-08-07T13:23:02.171663Z digest=sha256:d1300e03bf6a328093015efcb625951ba58bed7fe393ad161d9abb0d3f344042

Observation 99668a7e-0a8e-4dfe-a6c6-9b581b4e0ff7 · outbound

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

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:19.780422Z

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=2026-08-07T13:23:02.316584Z digest=sha256:41babf366ec6a901016d027ba8ef91b7f4e966863237bace8b5270048c77cf01

Observation 92c04527-44f0-4ca2-ac89-086e73c21f74 · outbound

This paper cites Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:02.500326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:02.500326Z digest=sha256:67c39b9704df33e564c7ae9ac9f9d740803803806ccd28c3dd235aa44d87d6d2

Observation ee00a521-103c-468f-ab54-d62c7bbe50fb · outbound

This paper cites Temporal characteristics of the speech of nor- mal elderly adults,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Temporal characteristics of the speech of nor- mal elderly adults,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:19.567794Z

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=2026-08-07T13:23:02.720623Z digest=sha256:e7395b5a1f03505473642ae09b2f74374e952c138aea05e1861e41cb4be53387

Observation 936bd237-51dc-4721-bdfb-dab23da418c8 · outbound

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

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:19.366454Z

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=2026-08-07T13:23:02.893740Z digest=sha256:7005f952705d3ba80b7ca0d90414b4add2bc1e335d8f63b238607f6bfec6a294

Observation 6d9c71f1-1fb8-4fe9-be25-301f6dcfa5bb · outbound

This paper cites Wavlm: Large-scale self-supervised pre-training for full stack speech processing,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Wavlm: Large-scale self-supervised pre-training for full stack speech processing,

Reference 27

Resolution
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raw_fallback, observed 2026-08-07T13:23:19.174939Z

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=2026-08-07T13:23:03.033791Z digest=sha256:50c832797329c61c7ea35dcc6d05fa8cb86aaf745e2457db8b606a8eb87f2329

Observation aac3e7a3-ec03-432c-bb83-4a6d7ae2172e · outbound

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

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 28

Resolution
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raw_fallback, observed 2026-08-07T13:23:18.880262Z

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=2026-08-07T13:23:03.221059Z digest=sha256:17ed892e632ace3eb7555fd034e6a3c6325edc19efe29fb50dc506a951d9d78c

Observation 707c04cf-b1e7-4622-9330-debdcedf17cd · outbound

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

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Speaker adaptation for Wav2vec2 based dysarthric ASR,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:18.592971Z

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=2026-08-07T13:23:03.379775Z digest=sha256:c70d9155343da21c0cb4eeb2d959fe33f1ed968aa04382a56ddc251f0d1fb1dd

Observation 7c5dfd4a-7862-4c02-8c64-725d4a07ca0e · outbound

This paper cites Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recogni- tion,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recogni- tion,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:18.345448Z

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=2026-08-07T13:23:03.538931Z digest=sha256:6f42300a5601045e0bbbc45c5aac2663354660449ecb0e95fda314262daafa29

Observation 8ac43a61-6993-4d17-89e9-7b91ac896fdf · outbound

This paper cites Efficient adapter transfer of self-supervised speech models for automatic speech recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Efficient adapter transfer of self-supervised speech models for automatic speech recognition,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:18.100852Z

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=2026-08-07T13:23:03.701637Z digest=sha256:87107ab6fbd92850563df8fff29b91d6c3436d83d86db7da1d96f8c2f44f066a

Observation 7b2d9680-da0a-4999-b6e4-8c17f8680a93 · outbound

This paper cites Exploring Efficient-Tuning Methods in Self- Supervised Speech Models,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Exploring Efficient-Tuning Methods in Self- Supervised Speech Models,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:17.837816Z

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=2026-08-07T13:23:03.944841Z digest=sha256:ad57034d02733ee8218e4ae88b868e806ffe5ecef1c69e721548c7c8c8094cb7

Observation 082da81a-8c80-4dd9-8f69-9972652e4ba2 · outbound

This paper cites Efficient Domain Adaptation for Speech Foundation Models,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Efficient Domain Adaptation for Speech Foundation Models,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:17.520010Z

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=2026-08-07T13:23:04.050718Z digest=sha256:37f760a7fc99f9ab5e59232c5846619f1ecbcad54ba472dbec0c5ab3d58157c7

Observation d6b96be0-9068-4046-8137-175510c05587 · outbound

This paper cites Chapter: Exploiting Convolutional Neural Net- work Adapters for Self-Supervised Speech Models,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Chapter: Exploiting Convolutional Neural Net- work Adapters for Self-Supervised Speech Models,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:17.271284Z

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=2026-08-07T13:23:04.179141Z digest=sha256:cf392174495d426f254e9e2283ee8678aaac8f33c842a0779aadfe9a4d2b286f

Observation 60e1cd43-ac2b-4a77-9066-0474c772fd90 · outbound

This paper cites Adaptive mixtures of local experts,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Adaptive mixtures of local experts,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:17.082978Z

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=2026-08-07T13:23:04.289195Z digest=sha256:67542dd0fc1bf290a967db1d4fac3df1cddf140d41a16e4f787dfc903a462180

Observation a8ca9c9c-6c01-44c1-bb55-73ffd8645b96 · outbound

This paper cites Hierarchical mixtures of experts and the EM algorithm,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Hierarchical mixtures of experts and the EM algorithm,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:16.803367Z

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=2026-08-07T13:23:04.431086Z digest=sha256:c088eb1253ec7f4c4d0e4b44a782b7b7f172d84efeac5f92da88cbb015f6c7fc

Observation da0b08c3-17ed-4d48-879b-ee6f1f77e721 · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:04.605867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:04.605867Z digest=sha256:ae75177354a1ce778c6701fb69d9532b9b92aa28aa6e4bd11e1d7c8322805624

Observation a3e8cc71-dbc4-49b0-9375-192a692f859e · outbound

This paper cites Mixtral of Experts.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Mixtral of Experts

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:04.737947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:04.737947Z digest=sha256:0b02686702226b2ef7aee4c10f3defee2d37ebf7e5bacc779a07277419c0ac75

Observation 8d78c9a1-df5b-40e7-9b27-df6f1a1320ca · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:04.927651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:04.927651Z digest=sha256:636735c384c3783f46ab42211fd2dd6ee681d94b378338005ed0837246c56997

Observation b30712b0-0274-4053-aade-9b5fe9d872b2 · outbound

This paper cites Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:06.618315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:06.618315Z digest=sha256:bd59d4edf3ad02416eda68ea0460185e24845355ac0a868d244a33e7434cb8dc

Observation 669f59f5-79c2-41a4-b28d-d75d0665dee1 · outbound

This paper cites SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:16.569680Z

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=2026-08-07T13:23:07.377279Z digest=sha256:39c1cbdf6ac10afda42667a1cae54b51f9a65006e7a1865db63eaa862be3b8bb

Observation cd4126f6-eba5-4cc1-83a6-dbf81b3c7cc7 · outbound

This paper cites Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:16.332982Z

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=2026-08-07T13:23:07.540268Z digest=sha256:197f83d7474c8899779fdee5f6a1860eac73ee4cee5e7ba146c1f7461a7e265a

Observation d8f25fee-13ab-4618-8222-5787cdee0fe5 · outbound

This paper cites BA-MoE: Boundary-Aware Mixture-of-Experts Adapter for Code-Switching Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition BA-MoE: Boundary-Aware Mixture-of-Experts Adapter for Code-Switching Speech Recognition,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:16.101131Z

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=2026-08-07T13:23:07.755086Z digest=sha256:841203eaf539c1bd2456b3fe6635a59bee3885bd5b8bc609b1dd5c3e0ef3fbd6

Observation 6b956d9d-1a34-401c-a5c7-85b6c20ab2f5 · outbound

This paper cites MoLE : Mixture Of Language Experts For Multi- Lingual Automatic Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition MoLE : Mixture Of Language Experts For Multi- Lingual Automatic Speech Recognition,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:15.904723Z

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=2026-08-07T13:23:09.100000Z digest=sha256:993f2aaaae3238fe34a6c28503471e35400f225ee0d8297c8fc011d498e24bb3

Observation 7518881b-d615-421d-b28d-c59eee8143b7 · outbound

This paper cites Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:15.649210Z

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=2026-08-07T13:23:09.997600Z digest=sha256:d04ad1ff772d94503c152863853f5d9d0c0d8a4c657363ebd59dff7ada0b1e1b

Observation 33ff3695-4c1d-4df0-9282-224a1b564567 · outbound

This paper cites SAML: Speaker Adaptive Mixture of LoRA Ex- perts for End-to-End ASR,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition SAML: Speaker Adaptive Mixture of LoRA Ex- perts for End-to-End ASR,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:15.369906Z

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=2026-08-07T13:23:10.125798Z digest=sha256:ef5c5373088b1193de7dac8f99fed16d7283898a7b5831ec5574d0d08a331921

Observation 3089c1e5-89b1-4d8a-ae36-e63cdb47a2a4 · outbound

This paper cites Dysarthric speech database for universal access research,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Dysarthric speech database for universal access research,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:15.148513Z

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=2026-08-07T13:23:10.233441Z digest=sha256:19a04386c8980af8379d45a14d0f059a9a7928a45bd05f22f519cea10714841d

Observation 96c8a441-d6ec-4103-8c01-30f71a03f0f7 · outbound

This paper cites Use of Speech Impairment Severity for Dysarthric Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Use of Speech Impairment Severity for Dysarthric Speech Recognition,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:14.984656Z

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=2026-08-07T13:23:10.366209Z digest=sha256:67b762c42a897b152830a9eef7936fc7e5e37a3fb2ca1fe57f496ede8be40c4a

Observation 364d7455-bf97-4e12-9ff2-e49849bf8efe · outbound

This paper cites Attentive statistics pooling for deep speaker em- bedding,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Attentive statistics pooling for deep speaker em- bedding,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:14.774551Z

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=2026-08-07T13:23:10.515256Z digest=sha256:4e56908e93805351216b3c77f4cccf20b2dfa3dc215556532e0cfaa03c44eee9

Observation 67c4e633-b631-4e9f-89f0-17c37d276cb2 · outbound

This paper cites Investigation of Data Augmentation Techniques for Disordered Speech Recognition.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Investigation of Data Augmentation Techniques for Disordered Speech Recognition

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:14.564790Z

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=2026-08-07T13:23:10.664498Z digest=sha256:1465f7ed6b9f4238966d0a8f8c8c62e17676f7733dbf53778cb0592e48e4afbf

Observation c5f8561a-3bd7-4509-a179-a4443e00c0a6 · outbound

This paper cites Some statistical issues in the comparison of speech recognition algorithms,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Some statistical issues in the comparison of speech recognition algorithms,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:14.284006Z

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=2026-08-07T13:23:10.800525Z digest=sha256:6dd5bed60b05d63139b934f36468042ff2c152aaff7569d5d4407c2b640cfd26

Observation ec8c87d1-7330-4adb-b81c-f5a59d3bd80b · outbound

This paper cites Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:13.953364Z

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=2026-08-07T13:23:10.985604Z digest=sha256:ab54401b82ad00268aada1f68e6217560363e7041d104038237e1ee9342a7b0f

Observation 82cb5a7b-c210-42dc-85b6-85cd3cfc7f1b · outbound

This paper cites Cross-lingual Self-Supervised Speech Rep- resentations for Improved Dysarthric Speech Recognition,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Cross-lingual Self-Supervised Speech Rep- resentations for Improved Dysarthric Speech Recognition,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:13.596899Z

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=2026-08-07T13:23:11.163984Z digest=sha256:580fc3d34f6c59c4de9630d5d000d544ec073e5ddb25c206037900112f69c221

Observation 77c45d1a-8f88-42fd-8236-e1231a7d95e6 · outbound

This paper cites DuTa-VC: A Duration-aware Typical-to-atypical V oice Conversion Approach with Diffusion Probabilistic Model,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition DuTa-VC: A Duration-aware Typical-to-atypical V oice Conversion Approach with Diffusion Probabilistic Model,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:13.293613Z

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=2026-08-07T13:23:11.354205Z digest=sha256:e24ae7f0f8a52ee733206c597caeac43a5a0b59fab48eb2954d5cf16d8c52edc

Observation 47a2dcca-6c42-48c4-a3b2-fd419009e28d · outbound

This paper cites Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversar- ial Data Augmentation,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversar- ial Data Augmentation,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:12.980593Z

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=2026-08-07T13:23:11.503616Z digest=sha256:d6d78a972f74febc37e6b580e4128af126c1d2c1ef92d1c756428f547f70d6ee

Observation fc26ce48-21db-4961-b803-33227f74efda · outbound

This paper cites Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T13:23:11.614516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:11.614516Z digest=sha256:62f5170c2487dabee32e634a6c811a182f8c3df6a2fbbbf845139af46710f2ca

Observation aabcfa32-cb43-4404-b023-ba6036a7a2bf · outbound

This paper cites Improving Acoustic Models in TORGO Dysarthric Speech Database,.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Improving Acoustic Models in TORGO Dysarthric Speech Database,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:23:12.729237Z

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=2026-08-07T13:23:11.733450Z digest=sha256:35fa0f672aff59c560beb3250541757cb3442a1697acdb1ce8802e54db77a946

Pith citing papers

Observation faeefa53-0bd6-42c4-8813-887998166aa4 · inbound

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition cites this paper.

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition

Reference 2

Resolution
malformed identifier
local_arxiv, observed 2026-08-07T13:23:12.459851Z

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=2026-08-07T13:23:00.214445Z digest=sha256:93c197d8597f6f540acb5131c6c9203ca092f2b41261e8b1ca0e1533f7fb4ed3