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Paper Citation Record · LEDGER

Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.18832.

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

pith.paper-citation-record.v1
2412.18832 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:23:02.500326Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:37:48.723482Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 92c04527-44f0-4ca2-ac89-086e73c21f74 · 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 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 77be1539-1ab1-4f33-a474-158147121a51 · inbound

MOPSA: Mixture of Prompt-Experts Based Speaker Adaptation for Elderly Speech Recognition cites this paper.

MOPSA: Mixture of Prompt-Experts Based Speaker Adaptation for Elderly Speech Recognition Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:37:48.785601Z

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=2026-08-07T12:37:44.707584Z digest=sha256:29656695c31ecf6530128105ae2bb9e15c58394c8f3e2429a5b9ecedbe85f70e