juanmc2005 / diart

A python package to build AI-powered real-time audio applications
https://diart.readthedocs.io
MIT License
1.1k stars 90 forks source link

Load pipeline config from yaml file #197

Open juanmc2005 opened 1 year ago

juanmc2005 commented 1 year ago

Problem

Configuring a pipeline and tracking changes is hard with the large amount of arguments. This also leads to duplicated code in the CLI scripts.

Idea

Load configurations from config files in yaml. We could even create presets for specific configurations, like "ami", " dihard" and "voxconverse" for reproducibility.

Example

diart.benchmark ami/audio --reference ami/rttms --config ami

Or with a custom config:

diart.stream audio.wav --config my_config.yml