AudioCipher

Let's assume you have a melody in your head and you want to create a beautiful music arrangement of this melody on your home computer. A professional arranger can complete this task within 2 or 3 hours. Akoff Music Composer is a song-making software that assists in music creation. Hum your melody into the microphone and Composer captures the audio, transcribes it into the MIDI sequence, makes chords, and arranges the song. Neither a MIDI keyboard nor any musical experience is required to create music. Choose the tempo, turn the metronome on and hum your melody into the microphone. Composer captures the audio and records it into a digital file. Composer analyzes the audio signals, recognizes musical notes, and creates a standard MIDI sequence. Composer makes the chord progression harmonize with your melody. Select a music style and Composer makes a fully arranged song. After transcribing Composer analyzes the harmonical structure of the melody line and makes the chord progression.

Muse is an AI-native MIDI composition and editing tool that empowers users to compose musical ideas with a smart co-writer by generating chords, melodies, basslines, drums, and full arrangements from natural-language descriptions or existing materials, then refining them interactively with context-aware feedback. It understands music theory concepts like harmonic function and voice leading, helping users explore musical ideas they might not discover on their own, and lets creators upload, expand, or remix MIDI tracks, collaborate with an AI agent in real time, and iterate rapidly. It supports multiple AI models, including GPT-5.2, Gemini, and custom agents tuned for musical reasoning, and offers features such as chat-with-your-track feedback, real-time MIDI editing, multi-track generation, extended arrangement tools, and the ability to export compositions as standard MIDI or audio files for use in digital audio workstations.