Audio to music sheet converter

The tool analyzes an input audio file and produces standard notation data usable in common notation software. It detects onsets and pitches, estimates tempo, identifies probable keys, and assigns notes to measures. The system exports MusicXML, MIDI, and PDF outputs, enabling immediate editing, playback, and printing. It is designed for composers, educators, and students who need a reliable starting point from real performances or practice recordings. Conceptually, the pipeline maps acoustic events to symbolic notation, then wraps the results into a portable interchange format while providing confidence scores for notes and measures. Unique value lies in integrated export options and a validation layer that flags low-confidence regions for review, accelerating score creation and lesson preparation. Core features include audio ingestion, transcription, multi-voice support, and direct export to standard formats. Use cases include transcribing a piano recital to sheet music, creating practice scores from rehearsal recordings, and generating lead sheets from instrumental tracks. The tool emphasizes reproducibility, allowing batch processing and consistent output formatting across projects.