Fraunhofer Automatic Music Transcription vs MuScriptor
Fraunhofer Automatic Music Transcription
idmt.fraunhofer.de
MuScriptor
muscriptor.kyutai.orgSide by side
| Figure | Fraunhofer Automatic Music Transcription | MuScriptor |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | — | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 2 | 2 |
| Spec score · Audio-to-MIDI converters | 8.8 (#6) | 8.7 (#7) |
| Spec score · AI Music Transcription Software | 8.8 (#6) | 8.6 (#7) |
| Documentation depth | The current product page describes interfaces and deployment but does not publish detailed API reference documentation or SDK downloads. | Documentation includes installation, model selection, CLI examples, Python usage, server operation, output formats and development setup. |
| Headquarters | Ilmenau, Thuringia, Germany | Paris, France |
| Integrations | Integration options are a REST API, standalone application or custom API for C++ and other languages. | MusicXML output can be edited in MuseScore, Sibelius or Guitar Pro. |
| Purpose | The software transcribes audio files into editable music notation and structured, machine-readable score data. | MuScriptor transcribes recordings into MIDI and sheet music. |
| Security and privacy | The institute says it develops privacy-preserving and secure data processing methods and tools, but the product page does not state product-specific security certifications or controls. | Uploaded audio is transcribed on the server and not kept afterwards; running locally keeps audio on the user's machine. |
| What it does | The software converts audio recordings into editable, machine-readable musical notation. | MuScriptor converts recordings into multi-instrument MIDI and printable sheet music. |
Plans
Fraunhofer Automatic Music Transcription
- Free demo versionFree
- Annual licensePrice not published
In their own words
Fraunhofer Automatic Music Transcription
Fraunhofer Automatic Music Transcription has no write-up on Specifiction yet; its figures are above.
MuScriptor
MuScriptor turns audio recordings into MIDI and sheet music, with downloadable MIDI files, sheet-music PDFs, and guitar-tab PDFs from its hosted service. The web demo accepts MP3, WAV, FLAC, OGG, M4A, AIFF, and Opus files. It can transcribe voice, piano, guitars, bass, strings, brass, woodwinds, drums, and other instruments, and users can specify which instruments they expect to improve transcription accuracy. Guitar and bass parts can include tablature alongside standard notation, but the system does not produce chord symbols. MusicXML output can be edited in MuseScore, Sibelius, or Guitar Pro. Users can self-host the web interface, and transcription is also available through a CLI and Python API. Local use requires Hugging Face authentication and acceptance of the model's CC BY-NC 4.0 license. Hosted audio is processed on the server and not retained afterwards; local use keeps audio on the user's machine. The service says it performs better on acoustic and guitar music than electronic music, and that results are not perfect. The hosted demo is free; the code is MIT-licensed, while model weights carry the non-commercial license.