Overview

Guitariz Studio is an open-source, full-stack music platform that combines AI-powered audio analysis with interactive learning tools. It enables users to analyze, learn, and interact with music in real time within a single web application.

What You Can Do

Analyze Audio

• Detect chords in real time using AI

• Upload audio and break down harmonic structure

• Get immediate feedback while playing

Isolate and Transform Sound

• Separate vocals, drums, bass, and instruments

• Generate instrumentals or acapellas

• Powered by deep learning models for high-quality output

Learn Music Interactively

• Train your ear with structured exercises

• Explore scales, intervals, and harmony visually

• Learn by interacting instead of passive consumption

Play Inside the Platform

• Interactive 24-fret guitar with real-time mapping

• 88-key virtual piano with chord and scale overlays

• Built-in metronome for practice sessions

System Design

Guitariz uses a hybrid architecture to balance performance and computation. The frontend handles real-time interaction and audio processing, while a Python FastAPI backend performs AI tasks such as chord recognition and source separation. Communication is handled via REST APIs and WebSockets for low-latency feedback.

Tech Stack

Frontend: React, TypeScript, Vite, TailwindCSS
Backend: FastAPI (Python)
AI/ML: PyTorch, Meta Demucs, Madmom, Librosa
Audio Processing: Web Audio API, FFT.js
UI and 3D: Framer Motion, shadcn/ui, Three.js

Why Guitariz

Most music tools are either passive learning platforms or fragmented utilities. Guitariz brings learning, analysis, and creative tools together into one system with real-time feedback.

Links

Live: https://guitariz.studio
GitHub: https://github.com/Guitariz/Guitariz