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    3. Alternatives
    The best alternative to MusicTagger is Musiio Tag.
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    Universal-2 by AssemblyAI
    Universal-2 by AssemblyAI Speech-to-Text API for conversational data
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    Best alternatives to MusicTagger
    • Musiio Tag is an AI-powered audio analysis tool that tag songs without using metadata. Upload a YouTube link or mp3/wav file, and the AI will ‘listen’ to the audio, analyze through its neural networks and assign tags such as genre, mood and key within seconds.