Paper Citation Record · LEDGER

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss

As of 15 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2601.20542.

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

pith.paper-citation-record.v1
2601.20542 v3

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:24:45.501128Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:24:43.264655Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

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External citation measurements

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Outbound references

Observation 388b34c0-cb71-46f3-8d9e-96562ea4ff33 · outbound

This paper cites Recent studies in neuroscience have demonstrated that auditory selective at- tention enhances cortical tracking of the attended speech en- velope [1, 2, 3, 4].

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Recent studies in neuroscience have demonstrated that auditory selective at- tention enhances cortical tracking of the attended speech en- velope [1, 2, 3, 4]

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:43.241964Z

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Observation 87e88268-8c05-4327-8620-ef259ad1fbb6 · outbound

This paper cites Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:43.264655Z

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Observation 0e4f1617-d7de-4aa1-9977-7f0be278f157 · outbound

This paper cites Dataset We evaluate our methods on three publicly available EEG-based auditory attention datasets, covering two-talker paradigms: KUL [15], DTU [16] and KUL-A V-GC [17].

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Dataset We evaluate our methods on three publicly available EEG-based auditory attention datasets, covering two-talker paradigms: KUL [15], DTU [16] and KUL-A V-GC [17]

Reference 3

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Observation 17cd1aae-a62a-41b6-b244-aff3fca3e342 · outbound

This paper cites Correlation Between Accuracy and PCC Fig.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Correlation Between Accuracy and PCC Fig

Reference 4

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Observation 1666f2a8-6a01-484d-b452-11f8461eb593 · outbound

This paper cites an unresolved cited work.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Unresolved cited work

Reference 5

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Observation 0e11a690-c491-4c1b-87c3-ca155e6b60ee · outbound

This paper cites an unresolved cited work.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:43.710160Z

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Observation 57d118c6-1fab-4378-91c0-4d62dc6ddeb4 · outbound

This paper cites Emergence of neural encoding of audi- tory objects while listening to competing speakers,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Emergence of neural encoding of audi- tory objects while listening to competing speakers,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:43.816352Z

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Observation 9b399f5a-c0ba-47b6-975c-3f8a7f5c9674 · outbound

This paper cites Selective cortical representation of attended speaker in multi-talker speech perception,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Selective cortical representation of attended speaker in multi-talker speech perception,

Reference 8

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Observation d01d4ae3-9810-4a17-8595-8b8a878b4333 · outbound

This paper cites ListenNet: A lightweight spatio-temporal enhancement nested network for auditory atten- tion detection,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss ListenNet: A lightweight spatio-temporal enhancement nested network for auditory atten- tion detection,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:43.989520Z

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Observation 4c909a21-6fcf-4603-b8bf-0e12d83981f6 · outbound

This paper cites Integrating time–frequency do- main shallow and deep features for speech–EEG match–mismatch of auditory attention decoding,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Integrating time–frequency do- main shallow and deep features for speech–EEG match–mismatch of auditory attention decoding,

Reference 10

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Observation 36a42793-abee-433f-8157-6c307e1077df · outbound

This paper cites M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction

Reference 11

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Observation 5fc707bf-e410-4092-9690-0c4436481323 · outbound

This paper cites TFGA-Net: Temporal-Frequency Graph Attention Network for Brain-Controlled Speaker Extrac- tion,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss TFGA-Net: Temporal-Frequency Graph Attention Network for Brain-Controlled Speaker Extrac- tion,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:44.284115Z

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Observation 35784ab4-7f0f-45cd-b603-70af94c13cff · outbound

This paper cites NeuroHeed: Neuro-steered speaker extraction using EEG signals,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss NeuroHeed: Neuro-steered speaker extraction using EEG signals,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:44.430678Z

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Observation 4e0e6f47-b221-42ed-9710-4a28cc08b6b2 · outbound

This paper cites Real-time con- trol of a hearing instrument with EEG-based attention decoding,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Real-time con- trol of a hearing instrument with EEG-based attention decoding,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:44.641564Z

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Observation 008452a4-ce75-455b-ae4c-6f12dea8702d · outbound

This paper cites De- coding of the speech envelope from EEG using the VLAAI deep neural network,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss De- coding of the speech envelope from EEG using the VLAAI deep neural network,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:44.758148Z

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Observation 496e9346-5586-41cf-aac9-22984d6fa2aa · outbound

This paper cites SSM2Mel: State Space Model to reconstruct Mel spectrogram from the EEG,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss SSM2Mel: State Space Model to reconstruct Mel spectrogram from the EEG,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:44.980012Z

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Observation f41e6099-dc70-4035-abf5-6b68a0d9b764 · outbound

This paper cites Speech reception threshold estimation via EEG-based continuous speech envelope reconstruction,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Speech reception threshold estimation via EEG-based continuous speech envelope reconstruction,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.097823Z

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Observation 334dcb76-a894-4a7a-a253-2c9f9ff9b7f2 · outbound

This paper cites A learn- able spatial mapping for decoding the directional focus of audi- tory attention using EEG,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss A learn- able spatial mapping for decoding the directional focus of audi- tory attention using EEG,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.151750Z

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Observation 2cb7f69c-4d56-404b-ab78-cd59fe56ee24 · outbound

This paper cites A DenseNet-based method for decoding auditory spatial attention with EEG,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss A DenseNet-based method for decoding auditory spatial attention with EEG,

Reference 19

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Observation 94a5fe5d-9355-4bb3-babf-7ccfe91bce5b · outbound

This paper cites EEG-Deformer: A dense convolutional transformer for brain–computer interfaces,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss EEG-Deformer: A dense convolutional transformer for brain–computer interfaces,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.270202Z

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Observation cd4e8d24-6058-4874-934c-d46fb1bee610 · outbound

This paper cites Auditory- inspired speech envelope extraction methods for improved EEG- based auditory attention detection in a cocktail party scenario,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Auditory- inspired speech envelope extraction methods for improved EEG- based auditory attention detection in a cocktail party scenario,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.290518Z

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Observation 08fadf0c-d38e-4be2-994a-c21aa509b57c · outbound

This paper cites Noise-robust cortical tracking of attended speech in real-world acoustic scenes,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss Noise-robust cortical tracking of attended speech in real-world acoustic scenes,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.424379Z

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Observation d659ea38-ae7d-4388-adf4-dac76d25c21c · outbound

This paper cites What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention,.

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T07:24:45.501128Z

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Pith citing papers

Observation 87e88268-8c05-4327-8620-ef259ad1fbb6 · inbound