Publications

Peer reviewed conference papers

Martinez M. and Reiss J. D., “End-to-end equalization with convolutional neural networks” in the 21st International Conference on Digital Audio Effects (DAFx-18), Aveiro, Portugal, September, 2018.
[url|audio|BibTeX]
Martinez M. and Reiss J. D., “Analysis and prediction of the audio feature space when mixing raw recordings into individual stems” in the 143rd Audio Engineering Society Convention, New York, USA, October 2017.
[pdf|url|BibTeX]
Martinez M. and Reiss J. D., “Stem audio mixing as a content-based transformation of audio features” in the IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), Luton, UK, October 2017.
[url|BibTeX]
Martinez M. and Reiss J. D., “Deep learning and intelligent audio mixing” in the 3rd Workshop on Intelligent Music Production (WIMP), Salford, UK, September 2017.
[pdf|url|BibTeX|poster]

Thesis

Design and Implementation of a Parametric Equalizer Using IIR and FIR Filters.
MSc Digital Signal Processing Thesis, The University of Manchester, Manchester, UK, 2013.
Martinez M.
[pdf]
Digital Sound Synthesis of Wind Instruments Using the Functional Transformation Method.
BSc Electronic Engineering Thesis, University of Los Andes, Bogotá, Colombia, 2011.
Martinez M.
[pdf]