MMAudioSep adapts a pretrained video-to-audio model via fine-tuning for video/text-queried sound separation, outperforming baselines while preserving generation ability.
The MMAudioSep model ad- vances in multimodal sound separation by utilizing a fine-tuned pretrained MMAudio model with channel-concatenation condition- ing
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MMAudioSep: Taming Video-to-Audio Generative Model Towards Video/Text-Queried Sound Separation
MMAudioSep adapts a pretrained video-to-audio model via fine-tuning for video/text-queried sound separation, outperforming baselines while preserving generation ability.