The Real Work Behind Merging Music Catalogs

The Hidden Challenges of Multi-Library Integration Acquiring a music library always sounds straightforward. More tracks, more coverage and more opportunities.  Technically, that part is true, but once everything is ingested and live, there’s usually a moment where something feels off. Search results don’t quite behave the way you expect. Tracks that should sit next to […]

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Refining Mood and Usage Tags for Better Search and Sync

Mood vs. Usage: Why Metadata Quality Is Now a Licensing Differentiator Production music libraries are growing faster than ever. At the same time, AI-generated metadata has become a practical necessity for catalog scale. AI tagging can quickly generate accurate baseline mood and style descriptors. But as catalogs expand and search results become more crowded, “good […]

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AI, Human Judgment, and the Importance of Clean Music Metadata

Artificial intelligence has changed how music metadata can be generated at scale. AI tools can quickly analyze audio and produce descriptive tags for tempo, mood, instrumentation, and style, making it easier than ever to create metadata efficiently. But convenience alone doesn’t guarantee quality. At TagTeam Analysis, we’ve spent more than a decade focused on one […]

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AI In Training, Part 2: Tapping the Well

In our last post, we discussed the importance of quality metadata when training Machine Learning and Artificial Intelligence. Today, we follow onto that with discussion on the practical uses of AI, and info on how we at TTA craft quality human metadata for ML Model training.   Four months out from our last post on […]

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AI In Training: Data In, Data Out

This month, we talk about the importance of quality metadata in the highly anticipated and hotly debated field of Machine Learning and Artificial Intelligence. For more information on our services as the top human-tagged music metadata company in the production music industry, see our about page.   The music industry has every reason to be […]

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TTA 2023: TuneTagger Sneak Peeks!

TuneTagger is TTA’s proprietary music metadata tagging software—the same we use daily to tag production music for companies big and small worldwide. For more info, or to request a free trial, reach out to us here.   We’re ready to ring in 2023 with some fresh updates to our flagship tagging platform, TuneTagger!   Besides being […]

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TTA GUIDES: Tagging for Sound Design

This month we put together a tagging guide to help with the accurate categorization of SFX, Foley, and Sound Design tracks for sync music/trailer libraries. For more general tips on structuring a good taxonomy for your music library, check out our previous post here.   Whether tagging a track that lasts half a second or half an […]

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