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	<title>short-video audio &#8211; BIOENGINEER.ORG</title>
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		<title>SALF-Net outperforms baselines on 30,000 short-video music clips</title>
		<link>https://bioengineer.org/salf-net-outperforms-baselines-on-30000-short-video-music-clips/</link>
		
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		<pubDate>Mon, 26 Oct 2026 20:51:55 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[audio-lyric fusion]]></category>
		<category><![CDATA[automatic]]></category>
		<category><![CDATA[emotion tags]]></category>
		<category><![CDATA[modality dropout]]></category>
		<category><![CDATA[model distillation]]></category>
		<category><![CDATA[multimodal learning]]></category>
		<category><![CDATA[music]]></category>
		<category><![CDATA[music emotion recognition]]></category>
		<category><![CDATA[Self-Supervised Learning]]></category>
		<category><![CDATA[short-video audio]]></category>
		<category><![CDATA[short-video metadata]]></category>
		<category><![CDATA[valence-arousal regression]]></category>
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					<description><![CDATA[SALF-Net outperformed self-supervised baselines on a 30,000-clip short-video test set, while a distilled version retained 95% of its quality at 2% of the teacher’s latency.]]></description>
		
		
		
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