One platform to build, fine-tune, and deploy ML models. No MLOps team required.
Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Try Free
Build Securely on Azure with Proven Frameworks
Lay a foundation for success with Tested Reference Architectures developed by Fortinet’s experts. Learn more in this white paper.
Moving to the cloud brings new challenges. How can you manage a larger attack surface while ensuring great network performance? Turn to Fortinet’s Tested Reference Architectures, blueprints for designing and securing cloud environments built by cybersecurity experts. Learn more and explore use cases in this white paper.
Deezer source separation library including pretrained models
...Spleeter is also very fast as it can perform separation of audio files to 4 stems 100x faster than real-time when run on a GPU. We designed Spleeter so you can use it straight from commandline as well as directly in your own development pipeline as a Python library. It can be installed with Conda, with pip or be used with Docker.
Edit audio file tags using SQL. Reads audio files in a directory, loads the tags into an SQLite database, accepts SQL queries acting on this database, then (optionally) writes changes back out to the audio files.
Commandline application (and eventually GUI) for removing specific tags from ID3 v1 and v2 headers.
Built on top of id3lib, so future id3 revisions will always be supported.
Moodtrack contains Python classes for music-emotion analysis and assembly, enabling users to build soundtracks based on emotion and timing. USERS: Music Supervisors/Composers/Producers, Game Audio Developers, Content Providers. FILM DEMO: moodtrack.tv
Schnolgo is a multi-format musical composition package written in Python. It is built with an extremely flexible system for representing rhythmic structures and is intended to allow for songs to be written so as to make use of "guided improvisation".
Commandline tool which automatically cuts very big MP3 files according to a timeline, without having to convert to an intermediate format and without the need for huge quantities of RAM or disk space. Each subfile can be automatically postprocessed with