Paper Citation Record · LEDGER

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2505.17002.

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

pith.paper-citation-record.v1
2505.17002 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:54:27.753449Z

measured 40 of 40 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:54:25.077226Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:19:53.890089Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy34
unresolved4
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e2ae54f-a40b-4385-8d13-ed1353858144 · outbound

This paper cites This task is brought into the com- puter vision community by Nagrani et al.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association This task is brought into the com- puter vision community by Nagrani et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.745213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19de554e-2010-46a2-95f3-8195cab4a911 · outbound

This paper cites PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:25.077226Z

Source-reported events for the cited work

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Observation 5c261a68-bb76-450d-8130-d6c5bc61429d · outbound

This paper cites Baseline Approach In this work, we adapt a two-branch framework as our base- line method to establish face-voice association [10].

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Baseline Approach In this work, we adapt a two-branch framework as our base- line method to establish face-voice association [10]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.620254Z

Source-reported events for the cited work

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Observation e793fa15-e583-447c-9324-f5f824f2889c · outbound

This paper cites We set the initial learning rate to 2e−5.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association We set the initial learning rate to 2e−5

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.494309Z

Source-reported events for the cited work

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Observation 72f4a298-40dd-4618-9576-a26a70d3aca1 · outbound

This paper cites We demonstrated that the precise alignment of features is a crucial step for obtaining better performance in the face-voice associa- tion task.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association We demonstrated that the precise alignment of features is a crucial step for obtaining better performance in the face-voice associa- tion task

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.321517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ac889a9d-04df-4567-bd1f-ddef20f445d7 · outbound

This paper cites Putting the face to the voice’: Matching identity across modal- ity,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Putting the face to the voice’: Matching identity across modal- ity,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.203762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 233bfe72-400b-4ffc-bab6-85b60553e5c8 · outbound

This paper cites Thinking the voice: neu- ral correlates of voice perception,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Thinking the voice: neu- ral correlates of voice perception,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.107457Z

Source-reported events for the cited work

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Observation 6f673626-0f95-41d2-8f85-942fb463e984 · outbound

This paper cites Hearing a face: Cross-modal speaker matching using isolated visible speech,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Hearing a face: Cross-modal speaker matching using isolated visible speech,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:32.004254Z

Source-reported events for the cited work

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Observation ec56badc-d388-4900-9932-f68574137239 · outbound

This paper cites Seeing voices and hearing faces: Cross-modal biometric matching,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Seeing voices and hearing faces: Cross-modal biometric matching,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.874448Z

Source-reported events for the cited work

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Observation ff51b706-4729-4a51-9570-56c018c7c215 · outbound

This paper cites Learnable pins: Cross-modal embeddings for person identity,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Learnable pins: Cross-modal embeddings for person identity,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.722720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 72b7d7d3-5283-470d-b23a-49e7a3758935 · outbound

This paper cites Face-voice match- ing using cross-modal embeddings,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Face-voice match- ing using cross-modal embeddings,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.597629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d4f0024d-0421-45e7-aba6-d40763571db6 · outbound

This paper cites Dis- joint mapping network for cross-modal matching of voices and faces,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Dis- joint mapping network for cross-modal matching of voices and faces,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.453554Z

Source-reported events for the cited work

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Observation ebab6516-4788-4cc0-9ff9-5f605be841bf · outbound

This paper cites Deep latent space learning for cross-modal mapping of audio and visual signals,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Deep latent space learning for cross-modal mapping of audio and visual signals,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.307401Z

Source-reported events for the cited work

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Observation 3c8af93b-5831-4b11-858a-b3d426a1dfe3 · outbound

This paper cites Seeking the shape of sound: An adaptive framework for learning voice- face association,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Seeking the shape of sound: An adaptive framework for learning voice- face association,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.166456Z

Source-reported events for the cited work

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Observation a3d21471-1f8e-4080-b265-87d36b223760 · outbound

This paper cites Fusion and orthogonal projection for improved face-voice association,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Fusion and orthogonal projection for improved face-voice association,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:31.023319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 52758eb0-4474-4369-a6a1-72beea0779e6 · outbound

This paper cites Single-branch network for multimodal training,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Single-branch network for multimodal training,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.910744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3175f51-5922-4e1a-b149-4b48c2235a84 · outbound

This paper cites A synopsis of fame 2024 challenge: Associating faces with voices in multilingual environments,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association A synopsis of fame 2024 challenge: Associating faces with voices in multilingual environments,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.793467Z

Source-reported events for the cited work

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Observation bee28be6-c930-4fb7-ab16-e6a128b0ec48 · outbound

This paper cites Speaker recognition in realistic scenario using multimodal data,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Speaker recognition in realistic scenario using multimodal data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.632867Z

Source-reported events for the cited work

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Observation be741695-1fa3-484d-ab92-e8a30bc31676 · outbound

This paper cites Cross-modal speaker verification and recognition: A multilingual perspective,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Cross-modal speaker verification and recognition: A multilingual perspective,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.482701Z

Source-reported events for the cited work

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Observation cb6b7d32-c97b-4194-9bf6-791f98ea4829 · outbound

This paper cites Local-global contrast for learning voice-face representations,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Local-global contrast for learning voice-face representations,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.303470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1cf49cc9-ab3c-4a68-90f8-058a2ae7cbec · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association VoxCeleb: a large-scale speaker identification dataset

Reference 21

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Source-reported events for the cited work

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Observation 2b34aa0b-a7fb-48ad-b253-ea3c6c0b0b1c · outbound

This paper cites Multimodal ma- chine learning: A survey and taxonomy,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Multimodal ma- chine learning: A survey and taxonomy,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:30.135954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 589af4a3-9fdb-44e6-b4eb-68879e93630f · outbound

This paper cites Multimodal intelligence: Representation learning, information fusion, and applications,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Multimodal intelligence: Representation learning, information fusion, and applications,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.959366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c14a2ae2-b950-441e-90be-eb4de3dcdc5c · outbound

This paper cites Multimodal learning with trans- formers: A survey,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Multimodal learning with trans- formers: A survey,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.832815Z

Source-reported events for the cited work

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Observation 68f3fafa-8144-4449-80fb-db3481cf8276 · outbound

This paper cites Guiding at- tention using partial-order relationships for image captioning,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Guiding at- tention using partial-order relationships for image captioning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.691377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 47864025-a6ca-4e75-9956-f2b81e1292dc · outbound

This paper cites Dctm: Dilated convolutional trans- former model for multimodal engagement estimation in conversa- tion,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Dctm: Dilated convolutional trans- former model for multimodal engagement estimation in conversa- tion,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.518762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a85c331a-8e54-4a6b-94e7-3ada0045d66c · outbound

This paper cites Representation tradeoffs for hyperbolic embeddings,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Representation tradeoffs for hyperbolic embeddings,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.355771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation efb3c120-12e7-442e-8279-7b6e2066fa5a · outbound

This paper cites Hyperbolic image embeddings,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Hyperbolic image embeddings,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.194944Z

Source-reported events for the cited work

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Observation cc9f730a-504d-4322-8f00-5fa3399829ce · outbound

This paper cites Accept the modality gap: An exploration in the hyperbolic space,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Accept the modality gap: An exploration in the hyperbolic space,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:29.039703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d829e900-f005-4403-bc6f-61b185f9c551 · outbound

This paper cites Cross-modal scalable hyperbolic hi- erarchical clustering,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Cross-modal scalable hyperbolic hi- erarchical clustering,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.861382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 61720031-4bc4-458a-a54c-c18f927f7c26 · outbound

This paper cites Intriguing properties of hyperbolic embeddings in vision- language models,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Intriguing properties of hyperbolic embeddings in vision- language models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.706939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6ce148ab-c7d8-418f-8e2a-f609ee34b9a6 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Learning transferable visual models from natural language supervision,

Reference 32

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Source-reported events for the cited work

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Observation e5313521-7af0-41fe-880d-2896a9bbec65 · outbound

This paper cites A multi-view approach to audio-visual speaker verification,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association A multi-view approach to audio-visual speaker verification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.547974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb1096bd-df33-4d6a-a6f3-bb053b37cf37 · outbound

This paper cites Adversarial-metric learning for audio-visual cross-modal match- ing,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Adversarial-metric learning for audio-visual cross-modal match- ing,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.443312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2f57c013-e2fa-4993-b782-ec536781d88a · outbound

This paper cites Disentangled represen- tation learning for cross-modal biometric matching,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Disentangled represen- tation learning for cross-modal biometric matching,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.300220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1625b69-dfc8-4933-943d-b34dbef6a299 · outbound

This paper cites Gated Multimodal Units for Information Fusion.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Gated Multimodal Units for Information Fusion

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:27.571280Z

Source-reported events for the cited work

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Observation 9ea7d362-61ee-41b7-853c-99a71acc5cec · outbound

This paper cites Deep face recogni- tion,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Deep face recogni- tion,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.163281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bb7f9a44-e7d4-4fd1-bd9c-efa36bfdf944 · outbound

This paper cites Utterance- level aggregation for speaker recognition in the wild,.

PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Utterance- level aggregation for speaker recognition in the wild,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:28.007269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 19de554e-2010-46a2-95f3-8195cab4a911 · inbound