signalprov

signalprov is a software library designed to facilitate the creation and management of signal processing pipelines. It provides a framework for users to define a series of interconnected processing steps, allowing for the modular construction of complex signal analysis workflows. The library emphasizes flexibility and extensibility, enabling developers to integrate custom processing modules alongside a set of built-in functionalities.

The core concept behind signalprov revolves around a directed acyclic graph (DAG) representation of the signal processing pipeline. Each node in the graph represents a specific processing operation, such as filtering, transformation, or feature extraction, and the edges define the flow of data between these operations. This structure allows for clear visualization and management of dependencies within the pipeline.

signalprov aims to simplify the development of applications that require real-time or batch processing of various signal types, including audio, sensor data, and time-series measurements. Its API is intended to be intuitive, abstracting away many of the low-level complexities often associated with signal processing implementations. The library is typically used in research and development settings where rapid prototyping and experimentation with signal processing algorithms are important. It is often implemented in programming languages favored for scientific computing and data analysis.