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Paper Citation Record · LEDGER

Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.12414.

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

pith.paper-citation-record.v1
2502.12414 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:42:56.000866Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T14:53:55.830204Z

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 d2e379a5-82b7-47b2-b756-d39509ca612f · inbound

PSRB: A Comprehensive Benchmark for Evaluating Persian ASR Systems cites this paper.

PSRB: A Comprehensive Benchmark for Evaluating Persian ASR Systems Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:42:56.000866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:42:56.000866Z digest=sha256:88ae694725fe4389e4b7055c582671702a5c911d45da0de988487bea4c19b0a1

Observation a93b174d-3c00-4fc9-a3c2-8153df2aa618 · inbound

Group Relative Policy Optimization for Speech Recognition cites this paper.

Group Relative Policy Optimization for Speech Recognition Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T12:07:21.339745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:07:21.339745Z digest=sha256:3f7b781ec3cb286fcde4b0defb10a57e81c4374497588ef2d99124eb399131db

Observation c7ab0b3b-b438-4018-98a9-45bb1f6e03a8 · inbound

From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales cites this paper.

From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:56:13.899822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T02:17:33.191479Z digest=sha256:98025d420324a5d124fcbfd76f6de727a2a9b6e0f2dcb47cfbad450b10aa6fd6

Observation 21cec41e-c1a9-432e-a5b3-0d1310a9e340 · inbound

HALAS: A Human-Annotated Dataset of Hallucinations of Modern ASR Systems cites this paper.

HALAS: A Human-Annotated Dataset of Hallucinations of Modern ASR Systems Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:29:52.087130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T06:43:55.605662Z digest=sha256:8ce6193ba1da2cb2a70942dd8f405a01cb679cef20a4c193df9c3c83e3d8d937

Observation f705af2f-3c2f-45c2-9a44-f86041a7a8ea · inbound

From Text Metrics to Model Internals: A Study of Whisper ASR Hallucination Detection cites this paper.

From Text Metrics to Model Internals: A Study of Whisper ASR Hallucination Detection Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:29:52.160584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T06:40:59.791646Z digest=sha256:f161a4582afdfbc3c1284491670de30375e2a66cb4c10fac0409205d7d423310

Observation e8b0efb7-74ed-44d6-a65c-9da525a74c07 · inbound

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing cites this paper.

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-07T14:53:55.831616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-07T14:52:35.127533Z digest=sha256:f0ffbe24a4f0e919a130291742206d2e0c3e704173da61c7dc4d5740b59b9daa

Observation 722748dd-c678-4658-ab77-dc74913e186e · inbound

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing cites this paper.

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T08:34:04.184711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:34:04.184711Z digest=sha256:cda7b480bd9d32f150e8a84c86701bd2bfe3744f93df880627d7780078ded5e1