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Billion Songs
A deep learning model trained on English text and fine-tuned on song lyrics to generate original musical content
verified Jul 12, 2026 · HTTP 200
CohortClass of 2026What it is
A deep learning model trained on English text and fine-tuned on song lyrics to generate original musical content. The system produces millions of varied outputs ranging from formulaic to genuinely creative compositions. Users can explore algorithmically-created songs with mixed quality results.
HTTP liveness
9 probes since Jun 16Jun 16Jul 12
AliveHard-dead (404/5xx/parked)RedirectedUnverified (timeout/DNS/block)
Observed events
probes · press · GitHub- Jun 16, 2026First probe — liveAlive · 200 OK
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Pulse Indexobserved activity
9 probes0 pressGitHub –Tranco –
Not enough observed signals for a Pulse Index (needs 2+ signal families).
Cohort survival · Class of 2026weekly
567 products launched in 2026 · 100% still active
567 active0 sunset
Still active
100%
Median lifespan
4.9y