Browsing by Author "Gómez Gutiérrez, Emilia, 1975-"

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  • 20 Years of automatic chord recognition from audio
    Pauwels, Johan; O’Hanlon, Ken; Gómez Gutiérrez, Emilia, 1975-; Sandler, Mark (International Society for Music Information Retrieval (ISMIR), 2019)
    In 1999, Fujishima published Realtime Chord Recognition of Musical Sound: a System using Common Lisp Music. This paper kickstarted an active research topic that has been popular in and around the ISMIR community. The field ...
  • 20 years of playlists: A statistical analysis on popularity and diversity
    Porcaro, Lorenzo; Gómez Gutiérrez, Emilia, 1975- (International Society for Music Information Retrieval (ISMIR), 2019)
    Grouping songs together, according to music preferences, mood or other characteristics, is an activity which reflects personal listening behaviours and tastes. In the last two decades, due to the increasing size of music ...
  • A comparison of melody extraction methods based on source-filter modelling
    Bosch, Juan J.; Bittner, Rachel M.; Salamon, Justin; Gómez Gutiérrez, Emilia, 1975- (International Society for Music Information Retrieval (ISMIR), 2016)
    This work explores the use of source-filter models for pitch/nsalience estimation and their combination with different/npitch tracking and voicing estimation methods for automatic/nmelody extraction. Source-filter models ...
  • A deep-learning based framework for source separation, analysis, and synthesis of choral ensembles
    Chandna, Pritish; Cuesta, Helena; Petermann, Darius; Gómez Gutiérrez, Emilia, 1975- (Frontiers, 2022)
    Choral singing in the soprano, alto, tenor and bass (SATB) format is a widely practiced and studied art form with significant cultural importance. Despite the popularity of the choral setting, it has received little attention ...
  • A Framework for multi-f0 modeling in SATB choir recordings
    Cuesta, Helena; Gómez Gutiérrez, Emilia, 1975-; Chandna, Pritish (Sound and Music Computing, 2019)
    Fundamental frequency (f0) modeling is an important but relatively unexplored aspect of choir singing. Performance evaluation as well as auditory analysis of singing, whether individually or in a choir, often depend on ...
  • A Model for evaluating popularity and semantic information variations in radio listening sessions
    Porcaro, Lorenzo; Gómez Gutiérrez, Emilia, 1975- (CEUR Workshop Proceedings, 2019)
    Listening to music radios is an activity that since the 20th century is part of the cultural habits for people all over the world. While in the case of analog radios DJs are in charge of selecting the music to be ...
  • A quantitative comparison of different approaches for melody extraction from polyphonic audio recordings
    Gómez Gutiérrez, Emilia, 1975-; Streich, Sebastian; Ong, Bee Suan; Paiva, Rui Pedro; Tappert, Sven; Batke, Jan-Mark; Poliner, Graham; Ellis, Daniel P. W.; Bello, Juan Pablo (Universitat Pompeu Fabra, 2006)
    This paper provides an overview of current state-of-the-art approaches for melody extraction from polyphonic audio recordings, and it proposes a methodology for the quantitative evaluation of melody extraction algorithms. ...
  • A Vocoder based method for singing voice extraction
    Chandna, Pritish; Blaauw, Merlijn; Bonada, Jordi, 1973-; Gómez Gutiérrez, Emilia, 1975- (Institute of Electrical and Electronics Engineers (IEEE), 2019)
    This paper presents a novel method for extracting the vocal track from a musical mixture. The musical mixture consists of a singing voice and a backing track which may comprise of various instruments. We use a convolutional ...
  • Accurate and scalable version identification using musically-motivated embeddings
    Yesiler, Furkan; Serrà Julià, Joan; Gómez Gutiérrez, Emilia, 1975- (Institute of Electrical and Electronics Engineers (IEEE), 2020)
    The version identification (VI) task deals with the automatic detection of recordings that correspond to the same underlying musical piece. Despite many efforts, VI is still an open problem, with much room for improvement, ...
  • Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks
    Fonseca, Eduardo; Gong, Rong; Bogdanov, Dmitry; Slizovskaia, Olga; Gómez Gutiérrez, Emilia, 1975-; Serra, Xavier (Tampere University of Technology, 2017)
    This work describes our contribution to the acoustic scene classifi- cation task of the DCASE 2017 challenge. We propose a system that consists of the ensemble of two methods of different nature: a feature engineering ...
  • An analysis of agreement in classical music perception and its relationship to listener characteristics
    Schedl, Markus; Eghbal-Zadeh, Hamid; Gómez Gutiérrez, Emilia, 1975-; Tkalčič, Marko (International Society for Music Information Retrieval (ISMIR), 2016)
    We present a study, carried out on 241 participants, which investigates on classical music material the agreement of listeners on perceptual music aspects (related to emotion, tempo, complexity, and instrumentation) and ...
  • An Analysis/synthesis framework for automatic F0 annotation of multitrack datasets
    Salamon, Justin; Bittner, Rachel M.; Bonada, Jordi, 1973-; Bosch, Juan J.; Gómez Gutiérrez, Emilia, 1975-; Bello, Juan Pablo (International Society for Music Information Retrieval (ISMIR), 2017)
    Generating continuous f0 annotations for tasks such as melody extraction and multiple f0 estimation typically involves running a monophonic pitch tracker on each track of a multitrack recording and manually correcting ...
  • Analysis of intonation in unison choir singing
    Cuesta, Helena; Gómez Gutiérrez, Emilia, 1975-; Martorell Domínguez, Agustín; Loáiciga, Felipe (2018)
    Choir singers synchronize their fundamental frequency (f0) and timing when they perform together. In this work, we investigate several expressive characteristics of choir singing, with special emphasis on unison ...
  • Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming
    Valero-Mas, Jose J.; Salamon, Justin; Gómez Gutiérrez, Emilia, 1975- (Maynooth University, 2015)
    Query-by-Humming (QBH) systems base their operation on aligning the melody sung/hummed by a user with a set of candidate melodies retrieved from polyphonic songs. While MIDI-based QBH builds on the premise of ...
  • Assessing algorithmic biases for musical version identification
    Yesiler, Furkan; Serrà, Joan; Miron, Marius; Gómez Gutiérrez, Emilia, 1975- (ACM Association for Computer Machinery, 2022)
    Version identification (VI) systems now offer accurate and scalable solutions for detecting different renditions of a musical composition, allowing the use of these systems in industrial applications and throughout the ...
  • Assessing the impact of music recommendation diversity on listeners
    Porcaro, Lorenzo (Universitat Pompeu Fabra, 2023-02-06)
    This thesis focuses on assessing the impact that music recommendation diversity may have on listeners. In the music domain, diversity is one of the values that recommender systems should preserve, because the world music ...
  • Audio watermarking and fingerprinting: for which applications?
    Gomes, Leandro de C.T.; Cano Vila, Pedro; Gómez Gutiérrez, Emilia, 1975-; Bonnet, Madeleine; Batlle i Mont, Eloi (Taylor & Francis, 2003)
    Although not a new issue, music piracy has acquired a new status in the digital era, as recordings can be easily copied and distributed. Watermarking has been proposed as a solution to this problem. It consists in embedding ...
  • Audio-visual deep learning methods for musical instrument classification and separation
    Slizovskaia, Olga (Universitat Pompeu Fabra, 2020-10-21)
    In music perception, the information we receive from a visual system and audio system is often complementary. Moreover, visual perception plays an important role in the overall experience of being exposed to a music ...
  • Automatic characterization of ornamentation from bassoon recordings for expressive synthesis
    Puiggròs, Montserrat; Gómez Gutiérrez, Emilia, 1975-; Ramírez, Rafael,1966-; Serra, Xavier; Bresin, Roberto (Bononia University Press, 2006)
    Expressive performance characterization is traditionally based on the analysis of the main differences between performances, players, playing styles and emotional intentions. This work addresses the characterization of ...
  • Automatic musical instrument recognition in audiovisual recordings by combining image and audio classification strategies
    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 ...