On The Relevance Of The Differences Between HRTF Measurement Setups For Machine Learning

no code implementations • 8 Dec 2022 • Johan Pauwels, Lorenzo Picinali

As spatial audio is enjoying a surge in popularity, data-driven machine learning techniques that have been proven successful in other domains are increasingly used to process head-related transfer function measurements.

A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis

no code implementations • 16 Jan 2020 • Johan Pauwels, György Fazekas, Mark B. Sandler

In this paper, we analyse some proposed examples of MLNs for musical analysis and consider their practical disadvantages when compared to formulating the same musical dependence relationships as (dynamic) Bayesian networks.