Paper Citation Record · LEDGER

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2506.13835.

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

pith.paper-citation-record.v1
2506.13835 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:18.623245Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:17.591744Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:41:18.801669Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy27
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2022ae73-3dae-4331-9f04-f3c587690e30 · outbound

This paper cites an unresolved cited work.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:41:19.262844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8ff4a25f-c196-466b-9d24-5bc29f4534b1 · outbound

This paper cites A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T00:41:18.806791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation afeb20f0-c755-4f02-9a61-d6765d98f1bf · outbound

This paper cites word”: Single-subject word utterance task data used for training the baseline model (1 hour for patient, 1.9 hours for each healthy participant) • “word all.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations word”: Single-subject word utterance task data used for training the baseline model (1 hour for patient, 1.9 hours for each healthy participant) • “word all

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.247535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6a051df6-c6cc-4e28-8c15-d018ab320198 · outbound

This paper cites word all.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations word all

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.217611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 133a170f-c487-472f-82d7-39b0c60d1222 · outbound

This paper cites We demonstrate that training on this large-scale dataset enhances silent speech decoding accuracy despite heterogeneous electrode configura- tions.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations We demonstrate that training on this large-scale dataset enhances silent speech decoding accuracy despite heterogeneous electrode configura- tions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.203663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a78048a-277a-472d-8620-4a10b270f4a4 · outbound

This paper cites Decoding speech perception from non-invasive brain record- ings,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Decoding speech perception from non-invasive brain record- ings,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.112946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b63aad0a-5861-4da6-93e6-8055b0269cc9 · outbound

This paper cites A high-performance speech neuroprosthesis,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations A high-performance speech neuroprosthesis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.188828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 96190963-f010-459c-8ef5-4fd873dd2d81 · outbound

This paper cites Speech syn- thesis from neural decoding of spoken sentences,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Speech syn- thesis from neural decoding of spoken sentences,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.174624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 30928ffd-aebd-43f2-9897-6f01876a265c · outbound

This paper cites A high-performance neuroprosthesis for speech decoding and avatar control,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations A high-performance neuroprosthesis for speech decoding and avatar control,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.159351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52ee85aa-c3dc-4cea-8106-5239999dfa45 · outbound

This paper cites An accurate and rapidly calibrating speech neuroprosthe- sis,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations An accurate and rapidly calibrating speech neuroprosthe- sis,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.144083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec7fb1e9-422d-4878-b5c1-53206b1635bc · outbound

This paper cites Neuroprosthesis for decoding speech in a para- lyzed person with anarthria,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Neuroprosthesis for decoding speech in a para- lyzed person with anarthria,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.128617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89726f5a-b7d0-4d1c-9cba-7e4222576227 · outbound

This paper cites All-weather, natural silent speech recognition via machine-learning-assisted tattoo-like electronics,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations All-weather, natural silent speech recognition via machine-learning-assisted tattoo-like electronics,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.024340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c673de97-e264-4cd2-9d28-b6557fce4efe · outbound

This paper cites Eeg representations of spatial and temporal features in imagined speech and overt speech,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Eeg representations of spatial and temporal features in imagined speech and overt speech,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.097870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08014766-0f47-4ebb-83b1-5602ec99e7f3 · outbound

This paper cites Towards voice reconstruction from eeg during imagined speech,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Towards voice reconstruction from eeg during imagined speech,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.079345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7601ade5-54a9-43a7-8c6e-af1a4cdef8bc · outbound

This paper cites Eeg2text: Open vocabulary eeg-to-text translation with multi- view transformer,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Eeg2text: Open vocabulary eeg-to-text translation with multi- view transformer,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.472815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba746d86-55cc-4456-9ed2-6b550d65cc58 · outbound

This paper cites Silent speech recognition as an alternative com- munication device for persons with laryngectomy,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Silent speech recognition as an alternative com- munication device for persons with laryngectomy,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.063576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ab1224bc-d9a1-4c76-b9fa-fc65b539a718 · outbound

This paper cites Modeling coarticulation in emg-based continuous speech recognition,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Modeling coarticulation in emg-based continuous speech recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.048356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e30b3516-9d6e-4379-9045-e491fdac5a1b · outbound

This paper cites BrainBERT: Self-supervised representation learning for intracranial recordings,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations BrainBERT: Self-supervised representation learning for intracranial recordings,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.995301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 965e6723-3014-4b2c-842d-34f6d83df26a · outbound

This paper cites A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.531561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d700a3c4-8d64-4f29-97b1-9c1410fcd6cd · outbound

This paper cites Scaling Laws for Neural Language Models.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Scaling Laws for Neural Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.536165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74166d01-1853-4965-bf87-c740dafea7e3 · outbound

This paper cites Neural data trans- former 2: multi-context pretraining for neural spiking activity,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Neural data trans- former 2: multi-context pretraining for neural spiking activity,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.009807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73a16217-7a6d-4867-b94f-1033276bd667 · outbound

This paper cites Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.544801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf2623e-39d7-4cfc-b70a-2066f556ba25 · outbound

This paper cites EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.549607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c215c728-52d5-4f62-afa4-cbb2ed1ff2f9 · outbound

This paper cites Digital voicing of silent speech,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Digital voicing of silent speech,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.904665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 985a3d1e-94cc-41a2-b0a1-e752810a04c6 · outbound

This paper cites Mora and syllable,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Mora and syllable,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.889729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61108321-f618-452c-acd7-6f2d150c8e0d · outbound

This paper cites Large brain model for learning generic representations with tremendous EEG data in BCI,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Large brain model for learning generic representations with tremendous EEG data in BCI,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.965286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5edfaa5f-5c66-4662-a7dc-c3c701a996e3 · outbound

This paper cites Generalized neural decoders for transfer learning across participants and recording modalities,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Generalized neural decoders for transfer learning across participants and recording modalities,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.950909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 40cc41ee-86ae-4a8d-94eb-41901ad410fb · outbound

This paper cites Eeg decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Eeg decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks,

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T00:41:18.660114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eab7ddce-d704-45c2-a4c3-682be172a3e7 · outbound

This paper cites Deep learning ap- plied to eeg data with different montages using spatial attention,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Deep learning ap- plied to eeg data with different montages using spatial attention,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.936263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 899a36db-2e61-437c-a8a9-793d539ad09c · outbound

This paper cites word”, 12 hours for “word all.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations word”, 12 hours for “word all

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:19.231915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17512498-3847-40f6-845e-20e5a226df40 · outbound

This paper cites Neural decoding from stereotactic eeg: accounting for electrode variabil- ity across subjects,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Neural decoding from stereotactic eeg: accounting for electrode variabil- ity across subjects,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.920004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5baab274-6609-44b8-904d-99884f7add9e · outbound

This paper cites Eegnet: a compact convolutional neu- ral network for eeg-based brain–computer interfaces,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Eegnet: a compact convolutional neu- ral network for eeg-based brain–computer interfaces,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.875822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6379fc05-f81a-453f-a4b6-c864de5cb620 · outbound

This paper cites Conformer: Convolution-augmented transformer for speech recognition,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Conformer: Convolution-augmented transformer for speech recognition,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.860306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4249fcf8-96c5-4266-8052-fa73b09a1203 · outbound

This paper cites Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.608305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04ca6a1-fe52-4533-bb20-20fe6e7dd02b · outbound

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

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.612896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fb22c8-2235-446a-91ba-d97db0659c9c · outbound

This paper cites Decoupled weight de- cay regularization,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Decoupled weight de- cay regularization,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:18.618243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9108dd5f-98e1-4058-8d01-9796b08f9d2f · outbound

This paper cites An improved model for voicing silent speech,.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations An improved model for voicing silent speech,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.821211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5d3db390-ea7b-4304-91d5-73dc9cf49721 · outbound

This paper cites Available: https://openreview.net/forum?id= xmcYx reUn6.

A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Available: https://openreview.net/forum?id= xmcYx reUn6

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:18.980123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 8ff4a25f-c196-466b-9d24-5bc29f4534b1 · inbound