Blaauw, Merlijn (Date of defense: 2022-07-22)
Singing synthesis has seen a notable surge in popularity in the last decade and a half. Music producers use this technology as an instrument, there is an audience for music with synthetic vocals, and ...
Aspandi Latif, Decky (Date of defense: 2021-03-05)
Automatic Facial Analysis is one of the most important field of computer vision due to its significant impacts to the world we currently live in. Among many applications of Automatic Facial Analysis, ...
Meléndez Catalán, Blai (Date of defense: 2021-04-13)
Under the current copyright management business model, broadcasters are taxed by the corresponding copyright management organization according to the percentage of music they broadcast, and the collected ...
Tovstogan, Philip (Date of defense: 2022-07-12)
Music recommendation systems (RecSys) are integral to modern music streaming services. While there is much research on many aspects of RecSys, there is not enough research on exploration and discovery ...
Yesiler, M. Furkan (Date of defense: 2022-01-12)
This dissertation aims at developing audio-based musical version identification (VI) systems for industry-scale corpora. To employ such systems in industrial use cases, they must demonstrate high ...
Jiménez Sánchez, Amelia (Date of defense: 2021-10-14)
This thesis investigates two key aspects of learning deep-based image representations for medical diagnosis. The two are confronted with common challenges of medical image databases, namely, the limited ...
Vitoria Carrera, Patricia (Date of defense: 2021-07-09)
Restoration of a high-quality image from a degraded recording is an important problem in early vision processing. In this thesis, we tackle three image restoration problems: image inpainting, colorization, ...
Jiménez-Pérez, Guillermo (Date of defense: 2022-02-17)
Las señales electrocardiográficas, ya sea adquiridas en la piel del paciente (electrocardiogamas de superficie, ECG) o de forma invasiva mediante cateterismo (electrocardiogramas intracavitarios, iECG) ...
Shenoy Kadandale, Venkatesh (Date of defense: 2022-09-08)
A typical music audio consists of different sounds spread across voices and musical instruments. We propose a low-cost deep learning (DL) method for simultaneously isolating multiple sound sources ...
Rafael-Palou, Xavier (Date of defense: 2021-10-22)
Nowadays, lung cancer assessment is a complex and tedious task mainly per- formed by radiological visual inspection of suspicious pulmonary nodules, using computed tomography (CT) scan images taken ...