THE SIGNAL
Guides, tutorials, and brutally honest reviews on AI music generation, royalty-free sound, and the future of production. Tune in.
When an Artist's Catalog Becomes AI Music Training Datasets, Who Said Yes?
Last fall a Grammy-winning singer posted that hundreds of her songs — including tracks she had never released — appeared to have been swept into a generative music model without anyone calling her…
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Reading Spotify Expansion Like a Map: What Office Openings Tell You That Press Releases Don't
A platform announces a new office in a country it was, not so long ago, publicly at odds with. There were takedown demands, a regulator's letter, a few months when the catalog felt politically…
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When SZA Said No: AI Music Generation and the Fight Over Training Data
Last month I fed eight bars of my own singing — a scratch vocal from a film cue I scored in 2016 — into a voice-cloning tool to see what would happen.
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AI Music Detection Tools Promise to Clean Up Your Playlists. Here's What They Can Actually Tell You.
A detector once told me a track on my running playlist was machine-generated. I'd seen the band play it in a basement in Oakland two years earlier — three people, one of whom broke a string.
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AI Music Training and the Consent Problem: What Your Catalog Is Actually Worth
A vocalist I know got a screenshot from a fan last spring. It was a forum thread listing the records an AI model had reportedly been trained on, and her name was on it — a specific number of songs…
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The Anatomy of Music Licensing Disputes: How a Defendant Turns "Pay Up" Into "Prove It"
The advice rights-holders run on is simple enough to fit on a notecard: assemble a catalog, document the unlicensed use, attach a damages figure large enough to command attention, and the platform…
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The Privacy Policy Wall Between You and the Sample: What Consent Actually Does Before You Hear a Note
You followed a link to an industry report — something about international music markets in 2026 — and the report did not load. A privacy policy banner loaded instead.
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The Bot Math: Why 50% Engagement Drop-Off Is the Only Artist Promotion Number That Matters
You open SoundCloud on a Tuesday and the track you posted Sunday night has 4,000 plays. You did nothing. No DSP placement, no blog, no post that took off. Just 4,000 plays, sitting there.
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The Data Behind a Patriotic Song: AI Music Generation as a Mass Creative Workflow
It is 2 a.m. on a campus somewhere in Jiangsu, and a second-year student is on her fourth render of the night.
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Google Search Profiles vs. The Feed: Where Should a Music Creator Actually Live?
A loop I made for a mobile game — 110 BPM, A minor, a detuned Juno pad over a broken 808 shuffle — got posted to a social feed the day the trailer dropped. It did fine.
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Music Advertising Trends 2024: Meta vs TikTok for Indie Label Ad Spend
Last month a small electronic label sent me a screenshot before they spent a euro. One line item: €10,000, all of it queued for Meta, because that's where the last three releases had gone and nobody…
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The Italy Music Market Runs on a Belief Most Executives Never Checked
Sit in enough release-strategy meetings about Italy and you will hear the same sentence, said with the confidence of settled fact: it is a melodic market, a legacy market, a place that loves its…
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