MusicianLearner

MusicianLearner helps musicians refine their skills by providing real-time feedback and detailed performance analysis. Key features: * Real-time pitch detection while playing * Performance comparison against reference recordings * Advanced note extraction for complex pieces * Automatic music sheet generation This application excels at helping users understand and improve their musical accuracy. With instant note detection powered by YIN and FFT algorithms, you see exactly what you're playing as it happens. Dynamic Time Warping (DTW) intelligently compares your performance to the original, adjusting for tempo fluctuations to deliver a precise accuracy score. For intricate polyphonic works, the system leverages a neural network for superior note transcription of piano chords, guitar arrangements, and more. MusicianLearner also includes a music sheet generator, allowing any uploaded song or personal recording to be converted into sheet music and exported as an image or PDF for practice sessions. Users can engage in challenges, competing with others on shared songs and tracking their rank on a leaderboard. Crucially, device-side pitch detection operates offline, making it an excellent tool for practice anywhere, anytime. Ideal for students, hobbyists, and professional musicians committed to improving their instrumental proficiency. Available on both iOS and Android, MusicianLearner provides a comprehensive platform for practice, analysis, and skill development.