Paper Citation Record · LEDGER

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2509.06389.

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

pith.paper-citation-record.v1
2509.06389 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

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measured 36 of 36 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:46:32.435054Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T23:46:32.951229Z

Reference resolution

35 of 35 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3600fb9b-cce2-4bb8-a054-c5e367bbf70a · outbound

This paper cites MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation

Reference 1

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Observation 03f5461a-ad39-404e-a58c-f6d106d9c3ad · outbound

This paper cites On top of this backbone, MeanFlow formulation is introduced which directly models the average velocity to enable native one-step generation.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation On top of this backbone, MeanFlow formulation is introduced which directly models the average velocity to enable native one-step generation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.363058Z

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Observation 3fd227ec-169f-479e-8daf-41354811e4b9 · outbound

This paper cites Multimodal Dataset The proposed MF-MJT is trained on multimodal datasets comprising both audio-video-text and audio-text pairs.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Multimodal Dataset The proposed MF-MJT is trained on multimodal datasets comprising both audio-video-text and audio-text pairs

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.348985Z

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Observation 5f345c19-dbae-41e8-8956-f0fc65fd41f9 · outbound

This paper cites Comparison with Baselines Table 1 summarizes the performance of the proposed MF-MJT against representative VTA synthesis baselines on the VGGSound test set.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Comparison with Baselines Table 1 summarizes the performance of the proposed MF-MJT against representative VTA synthesis baselines on the VGGSound test set

Reference 4

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Observation 5f5c05e2-f170-4adf-a37d-ab118d5c469f · outbound

This paper cites an unresolved cited work.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Unresolved cited work

Reference 5

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Observation a67df04d-e494-46b0-a727-aed4387b61e6 · outbound

This paper cites Frieren: Efficient video- to-audio generation network with rectified flow matching,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Frieren: Efficient video- to-audio generation network with rectified flow matching,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.319821Z

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Observation b2172030-e743-4194-8873-e560323e78b9 · outbound

This paper cites LoV A: Long-form video- to-audio generation,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation LoV A: Long-form video- to-audio generation,

Reference 7

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Observation 042929a9-f966-4f2d-a360-4236041ad7a7 · outbound

This paper cites AudioLDM: Text-to-audio generation with latent diffusion models,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation AudioLDM: Text-to-audio generation with latent diffusion models,

Reference 8

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Observation 47b97ae1-b526-4cfb-a4a5-55c4653ba99c · outbound

This paper cites ImageBind: One embedding space to bind them all,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation ImageBind: One embedding space to bind them all,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.274510Z

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Observation 84baceec-4072-4255-a76d-e439ee6b142b · outbound

This paper cites Seeing and Hearing: Open- domain visual-audio generation with diffusion latent aligners,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Seeing and Hearing: Open- domain visual-audio generation with diffusion latent aligners,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.257882Z

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Observation 0dcbd26a-08fd-4884-adeb-b9529976d844 · outbound

This paper cites FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds

Reference 11

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Observation 6b767ada-39d8-4d89-adaf-751159b082f7 · outbound

This paper cites TA-V2A: Textually assisted video- to-audio generation,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation TA-V2A: Textually assisted video- to-audio generation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.242030Z

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Observation 41ae4ce0-e219-4ab1-9cbe-e6fbf2058de3 · outbound

This paper cites MMAudio: Tam- ing multimodal joint training for high-quality video-to-audio synthesis,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation MMAudio: Tam- ing multimodal joint training for high-quality video-to-audio synthesis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.227680Z

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Observation 30f5277f-ba65-4eef-bdb6-289bf375842d · outbound

This paper cites Kling-Foley: Multimodal diffusion transformer for high-quality video-to-audio genera- tion,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Kling-Foley: Multimodal diffusion transformer for high-quality video-to-audio genera- tion,

Reference 14

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Observation 4e0faab3-cb83-47e5-9dbc-ff112b26a7bd · outbound

This paper cites Denoising diffusion probabilis- tic models,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Denoising diffusion probabilis- tic models,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.212191Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2bb2793f-c683-49cd-bbe6-6032eff702ec · outbound

This paper cites Flow straight and fast: Learn- ing to generate and transfer data with rectified flow,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Flow straight and fast: Learn- ing to generate and transfer data with rectified flow,

Reference 16

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Observation a9688b03-26c1-46ab-b37e-091350255898 · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion-based text-to-image generation,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Instaflow: One step is enough for high-quality diffusion-based text-to-image generation,

Reference 17

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Observation 896d1435-b761-40ad-a5be-728234741047 · outbound

This paper cites Mean Flows for One-step Generative Modeling.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Mean Flows for One-step Generative Modeling

Reference 18

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Observation 1c1debeb-1c45-4715-bfe5-e3a9505e361b · outbound

This paper cites Classifier-Free Diffusion Guidance.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Classifier-Free Diffusion Guidance

Reference 19

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Observation 992acc49-5a1e-412d-86bd-554aa35a69ab · outbound

This paper cites CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models

Reference 20

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Observation d78d1673-8707-46fe-967c-4e491df61e79 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Scaling rectified flow transformers for high-resolution image synthesis,

Reference 21

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Observation 56f499bf-339a-48f6-a196-eb479603b0a3 · outbound

This paper cites Scalable diffusion models with trans- formers,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Scalable diffusion models with trans- formers,

Reference 22

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Observation a1303cec-94e9-40a7-8d4f-5d6781368649 · outbound

This paper cites Learning transfer- able visual models from natural language supervision,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Learning transfer- able visual models from natural language supervision,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.140434Z

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Observation 5079f05a-0c9a-4aeb-b6fc-e0f069be909e · outbound

This paper cites A versatile diffusion transformer with mixture of noise levels for audiovisual gen- eration,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation A versatile diffusion transformer with mixture of noise levels for audiovisual gen- eration,

Reference 24

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Observation 358179d5-ffae-4870-b6d1-f346144c9806 · outbound

This paper cites Synchformer: Efficient syn- chronization from sparse cues,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Synchformer: Efficient syn- chronization from sparse cues,

Reference 25

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Observation 72ba48a8-6683-4bfb-93da-3286d88a10e2 · outbound

This paper cites Score-based generative modeling through stochastic differential equations,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Score-based generative modeling through stochastic differential equations,

Reference 26

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Observation f9c9b6c0-aecb-4e90-bd51-744f0d1fa999 · outbound

This paper cites VGGSound: A large-scale audio-visual dataset,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation VGGSound: A large-scale audio-visual dataset,

Reference 27

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Observation c7ca1149-03fd-48b4-b82f-a105d0d9e8b4 · outbound

This paper cites AudioCaps: Generating cap- tions for audios in the wild,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation AudioCaps: Generating cap- tions for audios in the wild,

Reference 28

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Observation ba099949-7db9-43f2-9403-2a65f35fabf5 · outbound

This paper cites WavCaps: A ChatGPT- assisted weakly-labelled audio captioning dataset for audio- language multimodal research,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation WavCaps: A ChatGPT- assisted weakly-labelled audio captioning dataset for audio- language multimodal research,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.052749Z

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Observation 11b40170-8da9-4314-948a-d1aadc9f118e · outbound

This paper cites Decoupled Weight Decay Regularization.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Decoupled Weight Decay Regularization

Reference 30

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Source-reported events for the cited work

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Observation d42521d5-2ffb-4f22-a5c0-9e33a9c06816 · outbound

This paper cites Audio Set: An ontology and human-labeled dataset for audio events,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Audio Set: An ontology and human-labeled dataset for audio events,

Reference 31

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Observation b4f63100-b62e-409a-9b3b-bb3b38fa46af · outbound

This paper cites PANNs: Large-scale pre- trained audio neural networks for audio pattern recognition,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation PANNs: Large-scale pre- trained audio neural networks for audio pattern recognition,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.020868Z

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Observation b1ebeab0-251d-4093-bf90-e8ce74829df5 · outbound

This paper cites Efficient train- ing of audio transformers with patchout,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Efficient train- ing of audio transformers with patchout,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:33.005535Z

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Observation d9a819d7-f750-4095-bbfc-7dc47566a11d · outbound

This paper cites CLAP: Learn- ing audio concepts from natural language supervision,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation CLAP: Learn- ing audio concepts from natural language supervision,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:32.989932Z

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Observation a7287d51-c426-474d-a050-35f35fa93fdf · outbound

This paper cites AudioLCM: Efficient and high-quality text-to-audio generation with minimal inference steps,.

MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation AudioLCM: Efficient and high-quality text-to-audio generation with minimal inference steps,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:46:32.973426Z

Source-reported events for the cited work

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Pith citing papers

Observation 3600fb9b-cce2-4bb8-a054-c5e367bbf70a · inbound