Submission by Limb

Every musician has a tune in mind. What if you could search and create music by feel, play a song to create music Shazam-style, fuse genres into entirely new sounds, and transform lyrics into fully composed songs? Meet GrooveForge — THE ULTIMATE AI TOOLKIT FOR ORIGINAL MUSIC CREATION. GrooveForge empowers musicians to create in seconds through four powerful modes: Vibe Graph enables users to search and generate music by mood, emotion, and audio characteristics; Sound Match allows you to play a song while GrooveForge extracts its sonic fingerprint to generate something completely original in the same feel — Shazam, but for creation; Text-to-Music lets you type anything, from a mood or genre mashup to an era or even "Metallica meets Taylor Swift," as GrooveForge searches millions of blueprints to find the closest musical DNA and forges an original track grounded in real structure; and Lyrics-to-Music transforms your words into fully composed songs by analyzing emotion, themes, and rhythm to create music where every section fits your lyrics — poetry to production. At its core, GrooveForge leverages millions of indexed songs and audio blueprints enriched with features that define a track’s DNA. Built using datasets including Last.fm, Free Music Archive, the Million Song Dataset, and MusicCaps, it retrieves and analyzes the closest matches to generate original compositions grounded in real musical structure, ensuring precision, originality, and creative control. Powered by ElevenLabs for music generation, turbopuffer for lightning-fast vector retrieval, and Google Gemini for multimodal intelligence. Search by Vibe. Generate by Blueprint. Forge Your Sound. 🚀