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  • Vergés Franch, Eduard (2021-07)
    The aim of this project is to contribute to the development of a music transcription system of guitar performances in the context of music education. Using the Music Critic system as a baseline we identified aspects to ...
  • Carrillo-de-Santa Pau, Enrique; Juan, David; Pancaldi, Vera; Were, Felipe; Martin-Subero, José Ignacio; Rico, Daniel; Valencia, Alfonso; BLUEPRINT Consortium (Oxford University Press, 2017)
    Hematopoiesis is one of the best characterized biological systems but the connection between chromatin changes and lineage differentiation is not yet well understood. We have developed a bioinformatic workflow to generate ...
  • Ramirez Garcia, Victor (2020)
    Automatic Image Description is one of the most signi cant problems in Arti cial Intelligence, which consists of text synthesis for describing visual scenes. One of its main applications is to assist blind people in ...
  • Wang, Xingce; Liu, Yue; Wu, Zhongke; Mou, Xiao; Zhou, Mingquan; González Ballester, Miguel Ángel, 1973-; Zhang, Chong (Springer, 2017)
    Identifcation of anatomical vessel branches is a prerequisite task for diagnosis, treatment and inter-subject comparison. We propose a novel graph labeling approach to anatomically label vascular structures of interest. ...
  • Wang, Xingce; Liu, Yue; Wu, Zhongke; Mou, Xiao; Zhou, Mingquan; González Ballester, Miguel Ángel, 1973- (Universitat Pompeu Fabra, 2017-06-15)
    The project contains the implementation of the method described in: Wang et al., "Automatic labeling of vascular structures with topological constraints via HMM", MICCAI 2017. We propose a novel graph labeling approach ...
  • Bel Rafecas, Núria; Romeo, Lauren; Padró, Muntsa (ELRA (European Language Resources Association), 2012)
    The work we present here addresses cue-based noun classification in English and Spanish. Its main objective is to automatically acquire lexical semantic information by classifying nouns into previously known noun lexical ...
  • Igual, Laura; Preciozzi, Javier; Garrido, Luís; Almansa, Andrés; Caselles, Vicente; Rougé, Bernard (AIMS American Institute of Mathematical Sciences, 2007)
    In this work we propose a new automatic methodology for computing accurate digital elevation models (DEMs) in urban environments from low baseline stereo pairs that shall be available in the future from a new kind of earth ...
  • Dzhambazov, Georgi Bogomilov; Sentürk, Sertan; Serra, Xavier (Computer Engineering Department, Bogaziçi University, 2014)
    We apply a lyrics-to-audio alignment state-of-the-art approach to polyphonic pieces from classical Turkish repertoire. A phonetic recognizer is employed, whereby each phoneme is assigned a hidden Markov model (HMM). Initially ...
  • Demirel, Emir; Bozkurt, Baris; Serra, Xavier (Aristotle University of Thessaloniki, 2018)
    This work focuses on the automatic makam recognition task for Turkish Makam Music using chroma features. Chroma features are widely used for music identification and tonal recognition tasks such as key estimation or chord ...
  • Antó, Aram; Sousa Pinto, Bernardo; Czarlewski, Wienczyslawa; Pfaar, Oliver; Bosnic-Anticevich, Sinthia; Klimek, Ludger; Matricardi, Paolo; Tripodi, Salvatore; Fonseca, Joao A.; Antó i Boqué, Josep Maria; Bousquet, Jean (Wiley, 2022)
    Background: Only a small number of apps addressing allergic rhinitis (AR) patients have been evaluated. This makes their selection difficult. We aimed to introduce a new approach to market research for AR apps, based on ...
  • Pragst, Louisa; Miehle, Juliana; Ultes, Stefan; Minker, Wolfgang (ACL (Association for Computational Linguistics), 2016)
    In task-oriented dialogues, there is often only one right answer the system can give. However, a lack of variation can seem repetitive and unnatural. Humans change the way they express something, e.g. by being more or less ...
  • Boixx Luna, Pau (2014-12-09)
    Although cinema is an art with a history of just over a 100 years, its evolution has been much faster than any other form of art, both in technology and creativity. However, the essence of cinema has been preserved over ...
  • Won, Minz; Chun, Sanghyuk; Nieto Caballero, Oriol; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2019)
    In this paper, we introduce the Harmonic Convolutional Neural Network (Harmonic CNN), a music representation model that exploits the inherent harmonic structure of audio signals. The proposed model outperforms previous ...
  • Fuhrmann, Ferdinand (Universitat Pompeu Fabra, 2012-05-23)
    En aquesta tesi presentem un mètode general per al reconeixement automàtic d’instruments musicals partint d’un senyal d’àudio. A diferència de molts enfocs relacionats, el nostre evita restriccions artificials o artificioses ...
  • Slizovskaia, Olga; Gómez Gutiérrez, Emilia, 1975-; Haro Ortega, Gloria (Zentrum für Mikrotonale Musik und Multimediale Komposition (ZM4), Hochschule für Musik und Theater Hamburg, 2016)
    The goal of this work is to incorporate the visual modality into a musical instrument recognition system. For that, we first evaluate state-of-the-art image recognition techniques in the context of music instrument ...
  • Lai, Catherine; Farrús, Mireia; Moore, Johanna D. (International Speech Communication Association (ISCA), 2016)
    As long-form spoken documents become more ubiquitous in everyday life, so does the need for automatic discourse segmentation in spoken language processing tasks. Although previous work has focused on broad topic segmentation, ...
  • Ramírez, Rafael,1966-; Maestre Gómez, Esteban; Pérez Carrillo, Alfonso Antonio, 1977-; Serra, Xavier (Taylor & Francis (Routledge), 2011)
    We present a machine learning approach to the problem of identifying performers from their interpretative styles. In particular, we investigate how violinists express their view of the musical content in audio recordings ...
  • Ramírez, Rafael,1966-; Maestre Gómez, Esteban; Serra, Xavier (Elsevier, 2010)
    We present a pattern recognition approach to the task of identifying performers from their interpretative styles. We investigate how professional musicians express their view of the musical content of musical pieces and ...
  • Codina Canal, Marta (2016)
    This project, which blended two fields of linguistics, language technology and dialectology, accomplished three main goals. Firstly, it improved TexAFon, a rule and knowledge based speech processing tool and upgraded it ...
  • Cherla, Srikanth; Purwins, Hendrick; Marchini, Marco, 1984- (MIT Press, 2013)
    A framework is proposed for generating interesting, musically similar variations of a given monophonic melody. The focus is on pop/rock guitar and bass guitar melodies with the aim of eventual extensions to other instruments ...

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