evolution of marf and its nlp framework
We review the evolution, challenges, and the future of the open-source MARF framework and its applications from being an audio recognition system into a general recognition pipeline for voice, speech, natural language, forensics, security applications, and other classification tasks, including from becoming a single-threaded pipeline into an autonomic distributed system designed to work in heterogeneous environments and being a research platform for comparative studies of algorithms while applying software engineering methodology to the framework's design to remain flexible and extensible.
marf software systems evolution