Paper Citation Record · LEDGER

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 3 inbound Pith citation observations for arXiv:2506.03832.

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

pith.paper-citation-record.v1
2506.03832 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:02.304168Z

measured 24 of 24 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:57:02.222308Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T01:24:27.108677Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy17
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb1f0ead-82b0-4715-9df6-e1d3f1a8e1b1 · outbound

This paper cites brain alignment.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain brain alignment

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.619083Z

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.

Observation 068d5ac0-2ef0-4248-932c-cf6d5e93916c · outbound

This paper cites Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:02.222308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca0d88f5-8e8a-4a9d-8ddb-ed0377d45c76 · outbound

This paper cites These analyses investigate the hierarchy of in- formation processing in brain-tuned vs.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain These analyses investigate the hierarchy of in- formation processing in brain-tuned vs

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.605366Z

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.

Observation de745a57-e23a-4646-8024-45bef66cd768 · outbound

This paper cites an unresolved cited work.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:57:02.591115Z

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.

Observation 4b82f1d8-8d08-4380-a486-95dce3a10c02 · outbound

This paper cites Toward a realistic model of speech processing in the brain with self-supervised learning,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Toward a realistic model of speech processing in the brain with self-supervised learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.576837Z

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.

Observation 86769ba3-9638-4ffb-b1f3-87afa435369d · outbound

This paper cites Self-supervised models of audio effectively explain human cortical responses to speech,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Self-supervised models of audio effectively explain human cortical responses to speech,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.562807Z

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.

Observation 69427511-703f-4c5c-b7c6-27b45add9141 · outbound

This paper cites Scaling laws for language encoding models in fmri,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Scaling laws for language encoding models in fmri,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.547464Z

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.

Observation 457fd0b6-2de5-428e-968f-41c80210f4fc · outbound

This paper cites Speech language models lack important brain-relevant semantics,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Speech language models lack important brain-relevant semantics,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.532217Z

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.

Observation fdcd83a9-0e4f-4ef3-98b4-f01eaa3b826e · outbound

This paper cites Bridging language in machines with language in the brain,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Bridging language in machines with language in the brain,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.517947Z

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.

Observation 58a260a8-ea1b-4d3d-a586-91d76fedcf47 · outbound

This paper cites Aligning context-based statistical models of language with brain activity during reading,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Aligning context-based statistical models of language with brain activity during reading,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.503406Z

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.

Observation 8fe86e8e-0569-4bdc-b45b-1f79183f7938 · outbound

This paper cites Incorporating context into language encod- ing models for fmri,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Incorporating context into language encod- ing models for fmri,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.488805Z

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.

Observation 7fc960b1-46ec-423a-aad9-0c2c8a0f6f9e · outbound

This paper cites Interpreting and improving natural- language processing (in machines) with natural language- processing (in the brain),.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Interpreting and improving natural- language processing (in machines) with natural language- processing (in the brain),

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.473908Z

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.

Observation c33ab9ef-dfa8-41ad-b9be-632706070fbd · outbound

This paper cites The neu- ral architecture of language: Integrative modeling converges on predictive processing,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain The neu- ral architecture of language: Integrative modeling converges on predictive processing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.459688Z

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.

Observation b21dc7ed-058a-420e-a87d-8c872d1a49d9 · outbound

This paper cites Brains and algorithms partially converge in natural language processing,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Brains and algorithms partially converge in natural language processing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.444732Z

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.

Observation 8c64d0f2-6a2e-4253-b88d-daac4f484c07 · outbound

This paper cites The representation of semantic information across human cere- bral cortex during listening versus reading is invariant to stimulus modality,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain The representation of semantic information across human cere- bral cortex during listening versus reading is invariant to stimulus modality,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.430656Z

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.

Observation 7e7a5ab9-e082-4ff2-a1a8-dd90e40a2093 · outbound

This paper cites Improving semantic understanding in speech language models via brain-tuning,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Improving semantic understanding in speech language models via brain-tuning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.415764Z

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.

Observation cb32c74d-a48f-4b7d-9f84-fe3196b6f409 · outbound

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

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:02.287579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b9d34fe-2ed9-44a5-8a7e-7832624af58d · outbound

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

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Hubert: Self-supervised speech rep- resentation learning by masked prediction of hidden units,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:02.291575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0d19b9-e5fe-43e7-8f99-b48deee52bf8 · outbound

This paper cites ”an fmri dataset during a passive natural language listening task.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain ”an fmri dataset during a passive natural language listening task

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.383713Z

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.

Observation 64f3f2d3-9164-41e7-8e9e-02fb60ca9af5 · outbound

This paper cites Timit acoustic phonetic continuous speech cor- pus,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Timit acoustic phonetic continuous speech cor- pus,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.370037Z

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.

Observation d6c15fb0-f8e3-4953-84cd-8c2f79bfd559 · outbound

This paper cites Speech commands: A dataset for limited-vocabulary speech recognition,.

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Speech commands: A dataset for limited-vocabulary speech recognition,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:57:02.355516Z

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.

Pith citing papers

Observation 068d5ac0-2ef0-4248-932c-cf6d5e93916c · inbound