Paper Citation Record · LEDGER

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2607.06892.

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

pith.paper-citation-record.v1
2607.06892 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:07:02.598889Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:07:02.598889Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T00:16:39.491005Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy34
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 447a7bc2-c92c-4dbf-9570-7f773f4dd702 · outbound

This paper cites This mechanism is particularly crucial in noisy environments where acoustic signals are corrupted, yet visual information remains reliable.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition This mechanism is particularly crucial in noisy environments where acoustic signals are corrupted, yet visual information remains reliable

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.645876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bff14bd9-f7f8-4f5c-93bf-5ce0b96e351d · outbound

This paper cites UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition

Reference 2

Resolution: malformed identifier; local_arxiv, observed 2026-07-10T00:16:39.492229Z

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Observation aa901641-b43e-4c6e-9d35-7be28b32e976 · outbound

This paper cites Datasets and metrics For training, we use a combination of datasets including LRS2, V ox2, and A VYT [8].

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Datasets and metrics For training, we use a combination of datasets including LRS2, V ox2, and A VYT [8]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.630651Z

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Observation fcdf22ca-060a-40db-94e6-16ef7c4b879f · outbound

This paper cites Comparison with baseline We use algorithms in paper [8] as the baseline, which can achieve SOTA performance on A VCocktail and LRS23.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Comparison with baseline We use algorithms in paper [8] as the baseline, which can achieve SOTA performance on A VCocktail and LRS23

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.659031Z

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Observation b00afcf9-d1c7-4f18-948d-01fd1041524f · outbound

This paper cites an unresolved cited work.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Unresolved cited work

Reference 5

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Observation 86cdef78-f308-4a05-a013-8262b6f68dc5 · outbound

This paper cites an unresolved cited work.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Unresolved cited work

Reference 6

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Observation 00ce88b3-7219-4bcd-b2c3-1860fa2affe0 · outbound

This paper cites No AI tool was used to gen- erate the core scientific contributions, and all authors take full responsibility for the manuscript’s content.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition No AI tool was used to gen- erate the core scientific contributions, and all authors take full responsibility for the manuscript’s content

Reference 7

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Observation 4ffab739-b60c-4364-9b6b-d9938e9e733b · outbound

This paper cites An overview of deep-learning-based audio-visual speech enhancement and separation,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition An overview of deep-learning-based audio-visual speech enhancement and separation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.681744Z

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Observation 22bc5ba5-e4f4-477c-ab1e-5bd024bffb5a · outbound

This paper cites Hearing lips and seeing voices,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Hearing lips and seeing voices,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.634417Z

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Observation 4f2804f1-6ac7-48eb-9f77-e46dc6f7b2d3 · outbound

This paper cites A review of recent ad- vances on deep learning methods for audio-visual speech recog- nition,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition A review of recent ad- vances on deep learning methods for audio-visual speech recog- nition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.626946Z

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Observation eadcb2d2-930f-46ad-a0a8-5d9522a90c00 · outbound

This paper cites Auto-A VSR: Audio-visual speech recognition with automatic labels,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Auto-A VSR: Audio-visual speech recognition with automatic labels,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.619365Z

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Observation 83af8d8f-505e-4f15-8bd2-9b8bf72de750 · outbound

This paper cites Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.647716Z

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Observation 213715a5-5558-4ae3-981d-756a4fb9d3b6 · outbound

This paper cites Robust audio-visual ASR with unified cross-modal attention,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Robust audio-visual ASR with unified cross-modal attention,

Reference 13

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Observation 8930a7fc-b0c6-42af-b2f2-866aa8f78a26 · outbound

This paper cites AMG-A VSR: Adap- tive modality guidance for audio-visual speech recognition via progressive feature enhancement,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition AMG-A VSR: Adap- tive modality guidance for audio-visual speech recognition via progressive feature enhancement,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.673880Z

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Observation adeb377b-c093-4fd5-8885-24ab7472da2f · outbound

This paper cites Cocktail-Party Audio-Visual Speech Recognition,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Cocktail-Party Audio-Visual Speech Recognition,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.678226Z

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Observation 4ac617a0-1fa7-4029-a8d4-a5017877a77d · outbound

This paper cites Cross-modal global interaction and local alignment for audio-visual speech recognition,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Cross-modal global interaction and local alignment for audio-visual speech recognition,

Reference 16

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Observation 33b5013a-9dfc-4ba3-87ca-95989146049f · outbound

This paper cites Available: https://www.ijcai.org/proceedings/ 2023/0564.pdf.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Available: https://www.ijcai.org/proceedings/ 2023/0564.pdf

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.625168Z

Source-reported events for the cited work

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Observation 06dce690-bdfc-4b04-ba63-48d3fe3ff0ed · outbound

This paper cites What uncertainties do we need in Bayesian deep learning for computer vision?.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition What uncertainties do we need in Bayesian deep learning for computer vision?

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.621106Z

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Observation 044711d2-93d2-440b-9097-9e8bd7560e56 · outbound

This paper cites A survey of un- certainty in deep neural networks,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition A survey of un- certainty in deep neural networks,

Reference 19

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Observation da4c3292-eece-443d-bc30-81a767bf27ee · outbound

This paper cites Proxy- driven robust multimodal sentiment analysis with incomplete data,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Proxy- driven robust multimodal sentiment analysis with incomplete data,

Reference 20

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Observation e2625add-1657-4e45-87dc-ef421aaa6994 · outbound

This paper cites Embrac- ing unimodal aleatoric uncertainty for robust multimodal fusion,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Embrac- ing unimodal aleatoric uncertainty for robust multimodal fusion,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.664998Z

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Observation 0634fbcf-0b83-4077-a725-3fd6e97f1c22 · outbound

This paper cites Uncertainty-aware audiovisual activity recognition using deep bayesian variational inference,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Uncertainty-aware audiovisual activity recognition using deep bayesian variational inference,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.663258Z

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Observation 9c820141-b507-4620-b806-e448aee5d16c · outbound

This paper cites Latent distribution decouple for uncertain-aware mul- timodal multi-label emotion recognition,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Latent distribution decouple for uncertain-aware mul- timodal multi-label emotion recognition,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.670324Z

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Observation d916c5bd-d487-429f-8bc6-9ec04e6cc3e3 · outbound

This paper cites COLD fusion: Calibrated and or- dinal latent distribution fusion for uncertainty-aware multimodal emotion recognition,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition COLD fusion: Calibrated and or- dinal latent distribution fusion for uncertainty-aware multimodal emotion recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.676365Z

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Observation c671926a-f8ed-4425-90fc-728649dd68c1 · outbound

This paper cites Weight uncertainty in neural network,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Weight uncertainty in neural network,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.655390Z

Source-reported events for the cited work

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Observation 93a49222-dbad-4c00-87b5-980cabd5023c · outbound

This paper cites Uncertainty estimation in autore- gressive structured prediction,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Uncertainty estimation in autore- gressive structured prediction,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.653596Z

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Observation f3e0f9b8-d654-4fcc-a4e9-a1bbf5791b1e · outbound

This paper cites Lip read- ing sentences in the wild,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Lip read- ing sentences in the wild,

Reference 27

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Observation 391e8447-300e-481d-9346-c18b5b2ffcd8 · outbound

This paper cites Auto-Encoding Variational Bayes,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Auto-Encoding Variational Bayes,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.617627Z

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Observation f72642aa-b661-4f82-bb9c-7b58c133c194 · outbound

This paper cites Deep variational information bottleneck,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Deep variational information bottleneck,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.683903Z

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Observation 61b3b58a-dc78-48c1-af03-cbe41810b5ee · outbound

This paper cites Practical variational inference for neural networks,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Practical variational inference for neural networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.651742Z

Source-reported events for the cited work

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Observation 2b001a71-c71a-4734-a79f-8782c96dd637 · outbound

This paper cites Variational dropout and the local reparameterization trick,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Variational dropout and the local reparameterization trick,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.657222Z

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Observation 922cb533-fb97-4560-a2fc-5df2756c4ba9 · outbound

This paper cites Learning audio-visual speech representation by masked multimodal cluster prediction,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Learning audio-visual speech representation by masked multimodal cluster prediction,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.641434Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a106d592-bd43-4f21-b7d6-6091c8035463 · outbound

This paper cites DoRA: Weight-decomposed low-rank adaptation,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition DoRA: Weight-decomposed low-rank adaptation,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.643207Z

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Observation 62e7409d-51a7-43b3-b5f4-1a54285f2f9b · outbound

This paper cites LoRA: Low-rank adaptation of large language models,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition LoRA: Low-rank adaptation of large language models,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.649833Z

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Observation 867cca65-c78c-4595-a566-314bf16f459c · outbound

This paper cites Understanding the difficulty of train- ing deep feedforward neural networks,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Understanding the difficulty of train- ing deep feedforward neural networks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.680011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e447ddbc-b749-4d6d-a4b7-f08e8e2d673d · outbound

This paper cites Decoupled weight de- cay regularization,.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Decoupled weight de- cay regularization,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.637937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 19dec133-e14d-45d6-81bf-46382c697847 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Robust speech recognition via large-scale weak supervision

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:16:39.639740Z

Source-reported events for the cited work

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Observation 948ed73a-3efd-47aa-80cc-fddfb4aa3ac6 · outbound

This paper cites Qwen3-Omni Technical Report.

UBG-Net: An Uncertainty-aware Bayesian Gating Network for Robust Audio-Visual Speech Recognition Qwen3-Omni Technical Report

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:16:39.494972Z

Source-reported events for the cited work

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Pith citing papers

Observation bff14bd9-f7f8-4f5c-93bf-5ce0b96e351d · inbound