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  **Arda Senocak\*, Sooyoung Park\*, Tae-Hyun Oh, Joon Son Chung** *(\* Equal Contribution)*
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  ---
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-
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  ## **Introduction**
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  **VGGSynth1** is a high-fidelity **synthetic clone of the VGGSound dataset**, built using state-of-the-art generative models.
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  This dataset is designed to explore the boundaries and utility of synthetic data in training models for Audio-Visual Sound Source Localization (SSL).
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  - **Visuals:** Generated via **Stable Diffusion 3 (SD3)**
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  - **Audio:** Generated via **Stable Audio**
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-
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  ## **Citation**
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  ```bibtex
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  @inproceedings{senocak2026howfar,
 
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  **Arda Senocak\*, Sooyoung Park\*, Tae-Hyun Oh, Joon Son Chung** *(\* Equal Contribution)*
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  ---
 
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  ## **Introduction**
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  **VGGSynth1** is a high-fidelity **synthetic clone of the VGGSound dataset**, built using state-of-the-art generative models.
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  This dataset is designed to explore the boundaries and utility of synthetic data in training models for Audio-Visual Sound Source Localization (SSL).
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  - **Visuals:** Generated via **Stable Diffusion 3 (SD3)**
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  - **Audio:** Generated via **Stable Audio**
 
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  ## **Citation**
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  ```bibtex
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  @inproceedings{senocak2026howfar,