Paper Citation Record · LEDGER

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2505.19626.

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

pith.paper-citation-record.v1
2505.19626 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:13.648266Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:10.231243Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:16:13.976110Z

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy28
unresolved5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bed2939d-1214-4660-a675-21402d76ed22 · outbound

This paper cites Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:16:14.033413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b36e11e-fd03-4f8b-a2a3-a4975d5290b0 · outbound

This paper cites Overview The overall structure of the proposed CE-ViViT is illustrated in Figure 1, which consists of three main blocks: Convolutional Embedding, Feature Encoder, and Pitch Head.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Overview The overall structure of the proposed CE-ViViT is illustrated in Figure 1, which consists of three main blocks: Convolutional Embedding, Feature Encoder, and Pitch Head

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:20.252360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 99de2766-8b3c-473f-8d22-6210d2e1a89a · outbound

This paper cites Dataset and preprocessing The stimuli comprised two monosyllabic sessions, each con- taining 480 Mandarin monosyllabic words selected from the Tone Perfect corpus 1 [25].

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Dataset and preprocessing The stimuli comprised two monosyllabic sessions, each con- taining 480 Mandarin monosyllabic words selected from the Tone Perfect corpus 1 [25]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:19.844090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f399ad0e-ad82-4cab-97bb-107a8cdb28cb · outbound

This paper cites Main Results As shown in Figure 2, these are several examples of the Man- darin pitch contours decoded from EEG by our proposed model on session 1.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Main Results As shown in Figure 2, these are several examples of the Man- darin pitch contours decoded from EEG by our proposed model on session 1

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:19.666989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3587b2d3-26eb-4d95-a95d-04a04e0fe93a · outbound

This paper cites We recorded a Mandarin auditory EEG dataset and proposed a novel auditory EEG decoding model, CE-ViViT.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception We recorded a Mandarin auditory EEG dataset and proposed a novel auditory EEG decoding model, CE-ViViT

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:19.529542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04efcd5c-f478-42f0-9ad1-83e8c88de3a9 · outbound

This paper cites Cooperative cortical network for categorical processing of chinese lexical tone,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Cooperative cortical network for categorical processing of chinese lexical tone,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:18.354295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f1f596b-8f15-4052-ac90-199bbc264a5e · outbound

This paper cites Perception of pitch location within a speaker’s f0 range,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Perception of pitch location within a speaker’s f0 range,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:19.301279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12dd6921-9cda-45c9-b6de-9bdbfd7cffff · outbound

This paper cites A system of tone letters,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception A system of tone letters,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:19.078149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11674620-bce5-47c1-8d20-ccdc14d3d5b5 · outbound

This paper cites Improved contextualized speech representations for tonal analysis,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Improved contextualized speech representations for tonal analysis,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:18.898453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 38577ad0-394b-435b-b35b-2ced0a1f5f55 · outbound

This paper cites Pitch dynamism in female and male speech,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Pitch dynamism in female and male speech,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:18.723005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 165cf6d4-e729-4db8-90a9-bea092198099 · outbound

This paper cites Decoding imagined musical pitch from human scalp electroencephalograms,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Decoding imagined musical pitch from human scalp electroencephalograms,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:18.547872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c0f646d-5bc1-4755-b965-6094a2f1c83d · outbound

This paper cites Dbpnet: Dual-branch parallel network with temporal-frequency fusion for auditory attention detection,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Dbpnet: Dual-branch parallel network with temporal-frequency fusion for auditory attention detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:17.327303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a5ceba1-e80b-4e43-b175-e7ab721f405a · outbound

This paper cites Intonational speech prosody encoding in the human auditory cortex,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Intonational speech prosody encoding in the human auditory cortex,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:11.202147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff7b7c19-aab9-432f-aa18-a1c9f51376ba · outbound

This paper cites Human cortical encoding of pitch in tonal and non-tonal languages,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Human cortical encoding of pitch in tonal and non-tonal languages,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:18.177486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ba7fd08d-514a-461f-a233-2e7bb58c9e8c · outbound

This paper cites Decoding and synthesizing tonal language speech from brain activity,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Decoding and synthesizing tonal language speech from brain activity,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:17.972266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 47c28ced-6c00-4670-8a10-85fe4af4c1a9 · outbound

This paper cites Synthesiz- ing speech from ecog with a combination of transformer-based encoder and neural vocoder,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Synthesiz- ing speech from ecog with a combination of transformer-based encoder and neural vocoder,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:17.716145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 894d3833-ec20-4252-b4d2-075a94cae0ba · outbound

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

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Decoding speech perception from non-invasive brain record- ings,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:17.517546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9ca7c5c9-db09-40b9-8bbf-522ba58fd564 · outbound

This paper cites ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:16:13.857638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 20c385de-f17a-429b-a86b-e8fd14bc5fa6 · outbound

This paper cites Modeling the relationship between acoustic stimulus and eeg with a dilated convolutional neural network,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Modeling the relationship between acoustic stimulus and eeg with a dilated convolutional neural network,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:17.117769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 038f6133-1c5a-4df4-9593-c9651b0729f5 · outbound

This paper cites Naturalistic Music Decoding from EEG Data via Latent Diffusion Models.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Naturalistic Music Decoding from EEG Data via Latent Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:11.876058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd1ad627-08d6-492b-ad7b-507aa560c81e · outbound

This paper cites Cross-subject classification of spoken mandarin vowels and tones with eeg sig- nals: A study of end-to-end cnn with fine-tuning,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Cross-subject classification of spoken mandarin vowels and tones with eeg sig- nals: A study of end-to-end cnn with fine-tuning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:16.890444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 52da1629-e5b8-423b-b83f-8e2b495fbfd7 · outbound

This paper cites The detailed architecture of DANE is illustrated in Figure 1(c).

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception The detailed architecture of DANE is illustrated in Figure 1(c)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:20.058868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b16580f-1ce6-4c06-b916-d514bcc8e760 · outbound

This paper cites De- coding of the speech envelope from eeg using the vlaai deep neu- ral network,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception De- coding of the speech envelope from eeg using the vlaai deep neu- ral network,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:16.665571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6506d66c-e913-4448-8eaa-b001183479a5 · outbound

This paper cites Happyquokka sys- tem for icassp 2023 auditory eeg challenge,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Happyquokka sys- tem for icassp 2023 auditory eeg challenge,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:16.358121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4bab6454-1e7e-4bc8-8efb-4120a1496d34 · outbound

This paper cites Magnetoencephalography—theory, instru- mentation, and applications to noninvasive studies of the working human brain,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Magnetoencephalography—theory, instru- mentation, and applications to noninvasive studies of the working human brain,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:16.015942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 15640afc-ea0c-476c-8e4f-04e5701a9440 · outbound

This paper cites Encoding and decoding neuronal dynamics: Methodological framework to uncover the algorithms of cognition,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Encoding and decoding neuronal dynamics: Methodological framework to uncover the algorithms of cognition,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:15.805821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4c852f78-753d-4bcc-a984-aad898848c71 · outbound

This paper cites Scconv: Spatial and channel reconstruc- tion convolution for feature redundancy,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Scconv: Spatial and channel reconstruc- tion convolution for feature redundancy,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:15.523505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f3e13a5-88a7-49a3-99bb-2799995ba66a · outbound

This paper cites Doubly-fused vit: Fuse infor- mation from vision transformer doubly with local representation,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Doubly-fused vit: Fuse infor- mation from vision transformer doubly with local representation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:15.282821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b34fd124-6f4b-4994-b85a-915ff341dffd · outbound

This paper cites Vivit: A video vision transformer,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Vivit: A video vision transformer,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:12.915996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5855d36-7379-4e4d-9d21-39f903432e86 · outbound

This paper cites Attention is all you need,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Attention is all you need,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:13.065434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 113c3cdd-b61a-4e05-9172-0ba727a53246 · outbound

This paper cites Tone perfect: Multimodal database for mandarin chinese,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Tone perfect: Multimodal database for mandarin chinese,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:15.022933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5601a7ab-7fb1-4cc4-8bcd-03cb58148525 · outbound

This paper cites Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:13.369303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13bfbbb8-e948-464f-9ae7-c9bcdc9ba86b · outbound

This paper cites Speech synthesis using eeg,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Speech synthesis using eeg,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:14.731204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c32c155f-1ae3-44a7-bc15-202047539b57 · outbound

This paper cites Comparative performance study of several pitch detection algo- rithms,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Comparative performance study of several pitch detection algo- rithms,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:14.444309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d62b935-2739-4c6e-a998-45b289dec18b · outbound

This paper cites Decoding auditory eeg responses using an adapted wavenet,.

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Decoding auditory eeg responses using an adapted wavenet,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:16:14.193590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation bed2939d-1214-4660-a675-21402d76ed22 · inbound