Xavier Serra

Xavier Serra

Universidad Pompeu Fabra

H-index: 60

Europe-Spain

About Xavier Serra

Xavier Serra, With an exceptional h-index of 60 and a recent h-index of 40 (since 2020), a distinguished researcher at Universidad Pompeu Fabra, specializes in the field of Audio Signal Processing, Sound and Music Computing, Music Information Retrieval, Computational Musicology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Wikimute: A web-sourced dataset of semantic descriptions for music audio

Combining piano performance dimensions for score difficulty classification

Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset

Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

Essentia API: a web API for music audio analysis

Data leakage in cross-modal retrieval training: A case study

DiffVel: note-level MIDI velocity estimation for piano performance by a double conditioned diffusion model

High-resolution violin transcription using weak labels

Xavier Serra Information

University

Position

Department of Information and Communication Technologies (UPF) Barcelona

Citations(all)

15806

Citations(since 2020)

7219

Cited By

11273

hIndex(all)

60

hIndex(since 2020)

40

i10Index(all)

218

i10Index(since 2020)

130

Email

University Profile Page

Universidad Pompeu Fabra

Google Scholar

View Google Scholar Profile

Xavier Serra Skills & Research Interests

Audio Signal Processing

Sound and Music Computing

Music Information Retrieval

Computational Musicology

Top articles of Xavier Serra

Title

Journal

Author(s)

Publication Date

Wikimute: A web-sourced dataset of semantic descriptions for music audio

arXiv preprint arXiv:2312.09207

Benno Weck

Holger Kirchhoff

Peter Grosche

Xavier Serra

2023/12/14

Combining piano performance dimensions for score difficulty classification

Expert Systems with Applications

Pedro Ramoneda

Dasaem Jeong

Vsevolod Eremenko

Nazif Can Tamer

Marius Miron

...

2024/3/15

Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset

arXiv preprint arXiv:2403.03947

Pedro Ramoneda

Minhee Lee

Dasaem Jeong

JJ Valero-Mas

Xavier Serra

2024/3/6

Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

arXiv preprint arXiv:2402.09318

Pablo Alonso-Jiménez

Leonardo Pepino

Roser Batlle-Roca

Pablo Zinemanas

Dmitry Bogdanov

...

2024/2/14

Essentia API: a web API for music audio analysis

Albin Andrew Correya

Dmitry Bogdanov

Pablo Alonso Jiménez

Xavier Serra

2023/1/10

Data leakage in cross-modal retrieval training: A case study

Benno Weck

Xavier Serra

2023/6/4

DiffVel: note-level MIDI velocity estimation for piano performance by a double conditioned diffusion model

Hyon Kim

Xavier Serra

2023/8/31

High-resolution violin transcription using weak labels

Nazif Can Tamer

Yigitcan Özer

Meinard Müller

Xavier Serra

2023/10/24

Getting started on computational musicology and music information research: an indian art music perspective

Rao P, Murthy HA, Prasann SRM, editors. Indian art music: a computational perspective.[New Delhi]: Scheme for Promotion Academic and Research Collaboration, 2023. p. 3-38.

Ajay Srinivasamurthy

Sankalp Gulati

Rafael Caro Repetto

Xavier Serra

2023

Flowgrad: Using motion for visual sound source localization

Rajsuryan Singh

Pablo Zinemanas

Xavier Serra

Juan Pablo Bello

Magdalena Fuentes

2023/6/4

Repertoire-specific vocal pitch data generation for improved melodic analysis of carnatic music

Transactions of the International Society for Music Information Retrieval

Genís Plaja-Roglans

Thomas Nuttall

Lara Pearson

Xavier Serra

Marius Miron

2023/6/26

An Objective Evaluation of Hearing AIDS and DNN-Based Binaural Speech Enhancement in Complex Acoustic Scenes

Enric Gusó

Joanna Luberadzka

Martí Baig

Umut Sayin

Xavier Serra

2023/10/22

Transparency in music-generative AI: A systematic literature review

Roser Batlle-Roca

Emila Gómez

WeiHsiang Liao

Xavier Serra

Yuki Mitsufuji

2023/12/7

Score-Informed MIDI Velocity Estimation for Piano Performance by FiLM Conditioning

Hyon Kim

Marius Miron

Xavier Serra

2023/5/12

Universitat Pompeu Fabra, Barcelona, Spain jyoti. narang@ upf. edu

Music in the AI Era: 15th International Symposium, CMMR 2021, Virtual Event, November 15–19, 2021, Revised Selected Papers

Jyoti Narang

Marius Miron

Xavier Lizarraga

Xavier Serra

2023/6/21

Sounds out of pläce? Score-independent detection of conspicuous mistakes in piano performances

Alia Morsi

Kana Tatsumi

Akira Maezawa

Takuya Fujishima

Xavier Serra

2023/10/20

ChoralSynth: Synthetic Dataset of Choral Singing

arXiv preprint arXiv:2311.08350

Jyoti Narang

Viviana De La Vega

Xavier Lizarraga

Oscar Mayor

Hector Parra

...

2023/11/14

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification

Pattern Recognition

Jose J Valero-Mas

Antonio Javier Gallego

Pablo Alonso-Jiménez

Xavier Serra

2023/3/1

TAPE: An end-to-end timbre-aware pitch estimator

Nazif Can Tamer

Yigitcan Özer

Meinard Müller

Xavier Serra

2023/6/4

Efficient supervised training of audio transformers for music representation learning

arXiv preprint arXiv:2309.16418

Pablo Alonso-Jiménez

Xavier Serra

Dmitry Bogdanov

2023/9/28

See List of Professors in Xavier Serra University(Universidad Pompeu Fabra)

Co-Authors

H-index: 65
Julius Smith

Julius Smith

Stanford University

H-index: 55
Mark Sandler

Mark Sandler

Queen Mary University of London

H-index: 45
Emilia Gómez

Emilia Gómez

Universidad Pompeu Fabra

H-index: 44
Perfecto Herrera Boyer

Perfecto Herrera Boyer

Universidad Pompeu Fabra

H-index: 38
JORDI BONADA SANJAUME

JORDI BONADA SANJAUME

Universidad Pompeu Fabra

H-index: 21
Dmitry Bogdanov

Dmitry Bogdanov

Universidad Pompeu Fabra

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