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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 2026-08-08T06:32:00.761636+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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unresolved
raw_fallback, observed 2026-08-07T13:23:23.316619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.295083Z digest=sha256:fb78bcfd9d814d181add3f688cbf4505bd7e4499a0182f8149a7b6e608733df8

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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unresolved
raw_fallback, observed 2026-08-07T13:23:22.880082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.348913Z digest=sha256:5d925595b59e2992896a290d6344c2e728d601da50966d36e269801d5ecfa1ea

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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verified fuzzy
raw_fallback, observed 2026-08-07T13:23:22.665574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.436268Z digest=sha256:9f5c1b7fe07ec8c96342bdb3e44503578d0eb3f1281e0dd27084202c6d0a0cc3

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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raw_fallback, observed 2026-08-07T13:23:22.453869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.480823Z digest=sha256:5eaeffd60afbd87825087b0589897976edb13e0577efa72ba0d34ab0c773678c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.546164Z digest=sha256:87f6fc96c5c784d63748f04476f0a55a6ec1d7bc8e2dcfe7ce72cba35dd98dda

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.603887Z digest=sha256:992b86a502baa78021eab1f678a26f28504547bd94ff67b5d36f1ebed16f818c

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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raw_fallback, observed 2026-08-07T13:23:21.965019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.666655Z digest=sha256:fcbfcfd8e01d00f08d0f304e185a362c00af7071ce32bb33395fbb91d63660fd

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.742340Z digest=sha256:ba4b6bfcc380f3991a504caaf6892fade86d7a18ce28c89af3fb404019d4548b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.781140Z digest=sha256:8c948129cae5a08b9d2051d005208aa7bbb99267109a537d7c22efa2dcdb8c72

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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malformed identifier
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.834282Z digest=sha256:9d2b7f1fe3d4fc6054a7058aa5c05fa48c807992d44db23e144f84d5d3706bc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.901063Z digest=sha256:06de76fe42af10e1343027f4ae7142f4b198787c9953a5c8827f8e45de3bedf8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.026367Z digest=sha256:cf0216064708180d447233cf9fe7e5b5ffa48c4e8f6608a74ee7bd50edeab3a3

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.081679Z digest=sha256:6328bd187e017c776160c363a22a9a02ea590cd0fa77b83d60e7cf82d21630a8

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

Resolution
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raw_fallback, observed 2026-08-07T13:23:20.823706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.150739Z digest=sha256:9a0a68c38c0ea3613df6e9a13a7c8973d4d7fbe90822178d226c3aef47e04629

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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verified fuzzy
raw_fallback, observed 2026-08-07T13:23:20.693724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.280132Z digest=sha256:a69c47bce49eb532dce5e642a3b8ba490eeeb1003025f973cb823b89b81aa4c9

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
raw_fallback, observed 2026-08-07T13:23:20.533604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.464241Z digest=sha256:34905faff7a0d1ecce17b448b21931281579640999098bc9a9e5a26d942c4abb

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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raw_fallback, observed 2026-08-07T13:23:20.390024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.597336Z digest=sha256:f53803bbb4e44a4b9bada0446b5f289aa32a98a8f52d3baf71821753e186f000

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.754149Z digest=sha256:ea7e43d857f778aee9649302362709bec4d1a85f40c429e85fab7b361dc0bdac

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:01.947449Z digest=sha256:b4a2fa034c207cbbcbe68b1d0e2a6075ab2879a03abc5267ae257793e446d727

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:02.171663Z digest=sha256:2df7e8e4f2c58208471de905780d62b5026f2715a20b9430ba54b7fd33b6811d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:02.316584Z digest=sha256:1001ce07205ffe89088c930d0a5e4dbf6f87eea682502d6c7272350ad1e651f3

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:02.720623Z digest=sha256:4cc97005870536f462cb4deb3b8d1d5c52bb524f7f2251a1fea28712e06b738a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:02.893740Z digest=sha256:d3c17a202a90f7e9e723fa24a4d3f16de3e94720f33508d8ba92bd6f07643783

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.033791Z digest=sha256:dadfa9e52168bcf2cc83e9b1d2ef6837677dbfbeeaf49f6ae3a1782b69499ba4

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.221059Z digest=sha256:3b47845eb9ae89adc9131dcee09f562aea504c68df78b57139ba9b21105f9ed9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.379775Z digest=sha256:eb0d888299a5fe258eb21500eafbbbeb2cfb7a9d92650e5dc66260aaa9377f5f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.538931Z digest=sha256:3af2dcae43fa3599fa7ec87e461368f5442a1fb4ecc38c193c5158ff02e691c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.701637Z digest=sha256:bba0d1515a8ceb85c8e7f4242300bc9681f42e9f696a5224698c599cf16b1c31

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:03.944841Z digest=sha256:820c85c4a72f07b9f21498a1a95d0792d9a972c3c68c048bce2160dc6eb26de1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:04.050718Z digest=sha256:41ae5d07f622825325fbbcc9901f483575e13373233927c2c068208c1ac6160b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:04.179141Z digest=sha256:8dcc5758bf843ca4348d373ffbe957c0ecc36dfbf3106fdc41d781172d2b110e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:04.289195Z digest=sha256:4a2b69b18a6aeb42fb11d88c55b087fa18da7c4319c9f9123391af108e0d48ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:04.431086Z digest=sha256:a5c2f905a83b8e440801f7b7094465efc38523b02d76e558d0c957da0968dd7b

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=sha256:15b318fe17d0e8d52d23b23b7a2af15b8ba89594d1d50739365a5144e6c5a391

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:07.377279Z digest=sha256:e168166b38866cbf75a3cedff91e62ce80cde4f8e7eb4c881c99eea0a766124e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:07.540268Z digest=sha256:ddb52aefc93a8c4652ec6736ff6580b900dee9dcfaa92a6c3d10f01286979f5e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:07.755086Z digest=sha256:b985a00f718c9fb3a9fea93e681f910cf5544ba75c6966e5a573606d50e679aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:09.100000Z digest=sha256:ba9bac8c3b70889680c1417d43a24adb44ca6f32c2d6da21319262c91a7990fa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:09.997600Z digest=sha256:69b30eafd272bce55b2e3fdaa3733f61239471959a4a3c067f77e4736b5e7d70

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.125798Z digest=sha256:0369c264ed622de2446ae264c6c55f4c82d0637b6e4e3664d3a6d9ac6ef9ee61

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.233441Z digest=sha256:a91c0fea598540ecd0536990a47a32d22bb97a388b4788fba3fc0b3f4c342919

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.366209Z digest=sha256:f3fa6d219349c46660d33119de25dffc58185b5cbcbc35c150d72cbcb090e90c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.515256Z digest=sha256:cd75eeafd8a595692cbcc3fa371c27afab07b3c7127ab233ef4cf78c3839c440

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.664498Z digest=sha256:bcf49343f940ea9194f08f43120cb0d8716fd87165b2515f8b3a0974097a23ef

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.800525Z digest=sha256:eea8796bce0172fb040da1dedc155e23d258274d25edbc2972a1621eaf5b10df

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:10.985604Z digest=sha256:c75baf16c9c981bb7d198c341bbb2e7ac1e378307fdd107c2e175fc0ff14c2a6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:11.163984Z digest=sha256:aaff0e8489cecded512d38025f461ecdcce2963fd19e2de9652bb84d6da8efc2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:11.354205Z digest=sha256:3f955bd8e9b26732e6b00505777df2cb5a36075917fec4fbbd5a8d507a7ae359

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:11.503616Z digest=sha256:7b4b7f211192b8b21831c6f669bfd45ffb1b8cc0dfa1d7cd42edd857765ccb18

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:11.733450Z digest=sha256:17e9ce7300559b768eb555f2805a7930eebf5fb9fb4d9c2aa22802aaa5b4c07a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:23:00.214445Z digest=sha256:d34dd621002061f3fd32d2038878f887d0654036584a8865ccc1f5f179d51fb5