Coleman, Graham Keith (Date of defense: 2016-02-05)
Sampling, as a musical or synthesis technique, is a way to reuse recorded musical expressions. In this dissertation, several ways to expand sampling synthesis are explored, especially mosaicing synthesis, ...
Schroeder, Michael Philipp (Date of defense: 2014-11-21)
Cancer is a complex disease caused by somatic alterations of the genome and epigenome in tumor cells. Increased investments and cheaper access to various technologies have built momentum for the generation ...
López Raventós, Álvaro (Date of defense: 2022-10-26)
The next Wi-Fi generation poses in front of a massive challenge as the main enabler for new services and applications. Traffic requirements are expected to keep rising year over year, challenging Wi-Fi ...
Edizel, Necati Bora (Date of defense: 2019-07-26)
Word embeddings are a building block of many practical applications across NLP and related disciplines. In this thesis, we present theoretical analysis and algorithms to learn word embeddings. Moreover, ...
Nikbakht Silab, Rasoul (Date of defense: 2021-03-17)
This thesis studies parametric optimization in cellular and cell-free networks, exploring data-based and expert-based paradigms. Power allocation and power control, which adjust the transmit power to ...
Jiménez Luna, José (Date of defense: 2019-10-24)
Deep learning approaches have become increasingly popular in the last years thanks to their state-of the-art performance in fields such as computer vision and natural language understanding. The first ...
Dzhambazov, Georgi (Date of defense: 2017-06-28)
This thesis proposes specific signal processing and machine learning methodologies for automatically aligning the lyrics of a song to its corresponding audio recording. The research carried out falls ...
Bogdanov, Dmitry (Date of defense: 2013-09-06)
Aquest treball es centra en el modelatge d'usuari per la recomanació musical i desenvolupa algoritmes per la comprensió automàtica i visualització de preferències musicals. Primer, es proposa un model ...
Cuscó Pons, Pol (Date of defense: 2017-12-13)
Des de l’aparició de les tecnologies de seqüenciació d’alt rendiment, els conjunts de dades biològiques han esdevingut cada cop més grans i complexes, la qual cosa els fa pràcticament impossibles ...
Parada Medina, Raúl (Date of defense: 2016-03-29)
The Internet of Things (IOT) technologies introduced the “things” entity to interact with computers and people, being a key factor to enhance services in the Smart City context. An example of IoT ...