Marius Miron

According to our database, Marius Miron authored at least 34 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Combining piano performance dimensions for score difficulty classification.

Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra

Expert Syst. Appl., March, 2024

Soundata: Reproducible use of audio datasets.

Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon

J. Open Source Softw., 2024

Biodenoising: animal vocalization denoising without access to clean data.

Marius Miron, Sara Keen, Jen-Yu Liu, Benjamin Hoffman, Masato Hagiwara, Olivier Pietquin, Felix Effenberger, Maddie Cusimano

CoRR, 2024

ISPA: Inter-Species Phonetic Alphabet for Transcribing Animal Sounds.

Masato Hagiwara, Marius Miron, Jen-Yu Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music.

Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron

Trans. Int. Soc. Music. Inf. Retr., January, 2023

Carnatic Singing Voice Separation Using Cold Diffusion on Training Data With Bleeding.

Genís Plaja-Roglans, Marius Miron, Adithi Shankar, Xavier Serra

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Music Rearrangement Using Hierarchical Segmentation.

Christos Plachouras, Marius Miron

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Assessing Algorithmic Biases for Musical Version Identification.

Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Automatic Piano Fingering from Partially Annotated Scores using Autoregressive Neural Networks.

Pedro Ramoneda, Dasaem Jeong, Eita Nakamura, Xavier Serra, Marius Miron

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A diffusion-inspired training strategy for singing voice extraction in the waveform domain.

Genís Plaja-Roglans, Marius Miron, Xavier Serra

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

BAF: An audio fingerprinting dataset for broadcast monitoring.

Guillem Cortes, Alex Ciurana, Emilio Molina, Marius Miron, Owen Meyers, Joren Six, Xavier Serra

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

PodcastMix: A dataset for separating music and speech in podcasts.

Nicolás Schmidt, Jordi Pons, Marius Miron

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Score Difficulty Analysis for Piano Performance Education based on Fingering.

Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron

Proceedings of the IEEE International Conference on Acoustics, 2022

An Overview of Automatic Piano Performance Assessment within the Music Education Context.

Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra

Proceedings of the 14th International Conference on Computer Supported Education, 2022

2021

Saraga-Carnatic-Melody-Synth.

Genís Plaja-Roglans, Thomas Nuttall, Lara Pearson, Xavier Serra, Marius Miron

Dataset, October, 2021

Piano Fingering with Reinforcement Learning.

Pedro Ramoneda, Marius Miron, Xavier Serra

CoRR, 2021

Soundata: A Python library for reproducible use of audio datasets.

Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello

CoRR, 2021

Evaluating causes of algorithmic bias in juvenile criminal recidivism.

Marius Miron, Songül Tolan, Emilia Gómez, Carlos Castillo

Artif. Intell. Law, 2021

Analysis of Musical Dynamics in Vocal Performances.

Jyoti Narang, Marius Miron, Xavier Lizarraga-Seijas, Xavier Serra

Proceedings of the Music in the AI Era - 15th International Symposium, 2021

2020

Addressing multiple metrics of group fairness in data-driven decision making.

Marius Miron, Songül Tolan, Emilia Gómez, Carlos Castillo

CoRR, 2020

2019

Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia.

Songül Tolan, Marius Miron, Emilia Gómez, Carlos Castillo

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019

2018

Source separation methods for orchestral music: timbre-informed and score-informed strategies.

Marius Miron

PhD thesis, 2018

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.

Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold

CoRR, 2018

Overcoming Catastrophic Forgetting with Hard Attention to the Task.

Joan Serrà, Didac Suris, Marius Miron, Alexandros Karatzoglou

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Monaural Score-Informed Source Separation for Classical Music Using Convolutional Neural Networks.

Marius Miron, Jordi Janer, Emilia Gómez

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Monoaural Audio Source Separation Using Deep Convolutional Neural Networks.

Pritish Chandna, Marius Miron, Jordi Janer, Emilia Gómez

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

PHENICX-Anechoic: note annotations for Aalto anechoic orchestral database.

Marius Miron, Julio José Carabias-Orti, Juan J. Bosch, Emilia Gómez, Jordi Janer

Dataset, November, 2016

Score-Informed Source Separation for Multichannel Orchestral Recordings.

Marius Miron, Julio J. Carabias-Orti, Juan J. Bosch, Emilia Gómez, Jordi Janer

J. Electr. Comput. Eng., 2016

Immersive Orchestras: Audio Processing for Orchestral Music VR Content.

Jordi Janer, Emilia Gómez, Agustín Martorell, Marius Miron, Benjamin de Wit

Proceedings of the 8th International Conference on Games and Virtual Worlds for Serious Applications, 2016

2015

Improving Score-Informed Source Separation for Classical Music through Note Refinement.

Marius Miron, Julio José Carabias-Orti, Jordi Janer

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2014

Audio-to-score Alignment at the Note Level for Orchestral Recordings.

Marius Miron, Julio José Carabias-Orti, Jordi Janer

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

2013

An open-source drum transcription system for Pure Data and Max MSP.

Marius Miron, Matthew E. P. Davies, Fabien Gouyon

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

Assessing the Tuning of Sung Indian Classical Music.

Joan Serrà, Gopala K. Koduri, Marius Miron, Xavier Serra

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Computational Approaches for the Understanding of Melody in Carnatic Music.

Gopala K. Koduri, Marius Miron, Joan Serrà, Xavier Serra

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011