Paper Citation Record · LEDGER

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 4 inbound Pith citation observations for arXiv:2506.02098.

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

pith.paper-citation-record.v1
2506.02098 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:34:20.027057Z

measured 20 of 20 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:00.252537Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:26:12.760011Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy15
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ee78fab-4831-4e49-afd1-3050728045f2 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:24.701497Z

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.

Observation b6e12beb-fe9b-4b54-a844-4bf3bde734f3 · outbound

This paper cites Limitations.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Limitations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:24.417844Z

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.

Observation 83379d06-6021-4c5d-b79b-5d451ce9df9b · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:24.207129Z

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.

Observation 3af56e61-72f4-440e-b24d-d3a529de013f · outbound

This paper cites We also provide simple access to the dataset ensuring that our results are easily reproducible.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale We also provide simple access to the dataset ensuring that our results are easily reproducible

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:23.922743Z

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.

Observation 0c30a1d1-d871-4ec1-8037-88932e3ffa74 · outbound

This paper cites The link to these is available in Section 4.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale The link to these is available in Section 4

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:23.673001Z

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.

Observation 18e01e06-6b71-4d44-9ba4-bc0acf002aff · outbound

This paper cites We describe data splits in Section B.6.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale We describe data splits in Section B.6

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:23.409617Z

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.

Observation 0a41a924-df44-46cb-ab5a-a3f60641f7e7 · outbound

This paper cites For the phoneme classification and speech detection experiments we report statistical significance compared to a naive baseline as measured by an exact permutation test.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale For the phoneme classification and speech detection experiments we report statistical significance compared to a naive baseline as measured by an exact permutation test

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:23.125962Z

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.

Observation 89b4cca4-8945-4ac4-a1e0-9ac573cd19f6 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that the paper does not include experiments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:22.892801Z

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.

Observation bb783cf1-90d9-4978-a8e6-8c560e117994 · outbound

This paper cites The NeurIPS Code of Ethics was reviewed and adhered to.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale The NeurIPS Code of Ethics was reviewed and adhered to

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:22.608548Z

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.

Observation ec774afe-0d01-4576-829d-f24fac6e83a1 · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:22.350174Z

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.

Observation e6700f3e-bde6-434b-9b53-0a6b7366a279 · outbound

This paper cites However, we are intentionally releasing them under a CC BY-NC license to retain the ability to prevent potential unethical commercial use in the future.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale However, we are intentionally releasing them under a CC BY-NC license to retain the ability to prevent potential unethical commercial use in the future

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:22.010199Z

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.

Observation d2051d9e-343f-4cc4-857b-5d44c821b2bd · outbound

This paper cites an unresolved cited work.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:34:21.735487Z

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.

Observation a6cc44a9-ce2e-48ab-a319-060fdf113ea9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that the paper does not release new assets

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:21.410497Z

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.

Observation 4acb7bcc-635f-402c-a983-3c2a4296eab2 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:21.077787Z

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.

Observation 1bd2c544-53f6-43b3-8add-3abd84eeab72 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:20.752975Z

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.

Observation f995899f-30b2-4809-8de1-cf957cc38044 · outbound

This paper cites Answer: [NA] Justification: This research does not involve LLMs as any important, original, or non- standard components.

LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale Answer: [NA] Justification: This research does not involve LLMs as any important, original, or non- standard components

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:34:20.395384Z

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.

Pith citing papers

Observation 4420aa1a-3ade-4a60-952f-36576607a488 · inbound

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset cites this paper.

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:00.252537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944c2210-058b-4c5d-abcc-c172facce893 · inbound

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping cites this paper.

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:05:59.435093Z

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.

Observation 941e9bba-39f2-4453-ade9-4c8fa1360bb5 · inbound

Bypassing Direct Reconstruction: Speech Detection from MEG via Large-Scale Audio Retrieval cites this paper.

Bypassing Direct Reconstruction: Speech Detection from MEG via Large-Scale Audio Retrieval LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:25:46.275126Z

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.

Observation 236bb126-b6a9-4238-936a-3c9ab03085af · inbound

MindVoice: Reconstructing Intelligible Speech from Non-invasive Neural Signals with Pretrained Priors cites this paper.

MindVoice: Reconstructing Intelligible Speech from Non-invasive Neural Signals with Pretrained Priors LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:26:12.761515Z

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.