• 135 Citations
  • 6 h-Index
20122020

Research output per year

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Research Output

  • 135 Citations
  • 6 h-Index
  • 32 Conference contribution
  • 5 Article
  • 2 Chapter
2020

Audio Morphing Using Matrix Decomposition and Optimal Transport

Roma, G., Green, O. & Tremblay, P. A., 9 Sep 2020, Proceedings of the 23rd International Conference on Digital Audio Effects. Evangelista, G. (ed.). Vol. 1. p. 147-154 8 p. (Digital Audio Effects (DAFx) Proceedings Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Performing Audiences: Composition Strategies for Network Music using Mobile Phones

Xambó, A. & Roma, G., 21 Jul 2020, Proceedings of the International Conference on New Interfaces for Musical Expression 2020. Michon, R. & Schroeder, F. (eds.). Birmingham City University, p. 55-60 6 p. (Proceedings of the conference on New Interface for Musical Expression (NIME)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2019

Adaptive Mapping of Sound Collections for Data-driven Musical Interfaces

Roma, G., Green, O. & Tremblay, P. A., Jun 2019, Proceedings of the International Conference on New Interfaces for Musical Expression. Queiroz, M. & Sedó, A. X. (eds.). Porto Alegre, p. 313-318 6 p. (Proceedings of the conference on New Interface for Musical Expression (NIME)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

From Collections to Corpora: Exploring Sounds through Fluid Decomposition

Tremblay, P. A., Green, O., Roma, G. & Harker, A., 27 Mar 2019, (Accepted/In press) International Computer Music Conference Proceedings 2019. (International Computer Music Conference Proceedings ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File

Interdisciplinary Research as Musical Experimentation: A case study in musicianly approaches to sound corpora

Green, O., Tremblay, P. A. & Roma, G., 24 Jan 2019, Proceedings of the Electroacoustic Music Studies Network Conference . Zenodo, 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

map mop

Roma, G., 4 Dec 2019, Proceedings of the 2019 Web Audio Conference. Xambó, A., Martín, S. R. & Roma, G. (eds.). Norwegian University of Science and Technology, p. 166 1 p. (WAC Proceedings; vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Time Scale Modification of Audio Using Non-Negative Matrix Factorization

Roma, G., Green, O. & Tremblay, P. A., 2 Sep 2019, Proceedings of the 22nd International Conference on Digital Audio Effects . Birmingham: Digital Audio Effects, 6 p. 38. (DAFx Proceedings Series; vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2018

A Javascript Library for Flexible Visualization of Audio Descriptors

Roma, G., Green, O., Xambó, A. & Tremblay, P. A., 19 Sep 2018, Proceedings of the 4th Web Audio Conference, WAC-2018. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Environmental sound recognition using short-time feature aggregation

Roma, G., Herrera, P. & Nogueira, W., Dec 2018, In : Journal of Intelligent Information Systems. 51, 3, p. 457-475 19 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Improving single-network single-channel separation of musical audio with convolutional layers

Roma, G., Green, O. & Tremblay, P. A., 6 Jun 2018, Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings. Gannot, S., Deville, Y., Mason, R., Plumbley, M. D. & Ward, D. (eds.). Springer Verlag, p. 306-315 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10891 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)

Jam with Jamendo: Querying a Large Music Collection by Chords from a Learner's Perspective

Xambó, A., Pauwels, J., Roma, G., Barthet, M. & Fazekas, G., 12 Sep 2018, AM'18: Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion. Association for Computing Machinery (ACM), 7 p. a30. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Live Repurposing of Sounds: MIR Explorations with Personal and Crowdsourced Databases

Xambó, A., Roma, G., Lerch, A., Barthet, M. & Fazekas, G., 18 Jun 2018, NIME 2018: New Interfaces for Musical Expression. p. 364-369 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

No merge conflicts

Roma, G., 1 Sep 2018, Proceedings of the International Web Audio Conference. Monschke, J., Guttandin, C., Schnell, N., Jenkinson, T. & Schaedler, J. (eds.). Berlin: TU Berlin, (WAC Proceedings; vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Stationary/transient audio separation using convolutional autoencoders

Roma, G., Green, O. & Tremblay, P. A., 4 Sep 2018, Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-18). p. 65-71 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Turn-Taking and Online Chatting in Co-located and Remote Collaborative Music Live Coding

Xambó, A., Roma, G., Shah, P., Tsuchiya, T., Freeman, J. & Magerko, B., 29 Apr 2018, In : AES: Journal of the Audio Engineering Society. 66, 4, p. 253-266 14 p.

Research output: Contribution to journalArticle

User-independent Accelerometer Gesture Recognition for Participatory Mobile Music

Roma, G., Xambó, A. & Freeman, J., 18 Jun 2018, In : AES: Journal of the Audio Engineering Society. 66, 6, p. 430-438 9 p.

Research output: Contribution to journalArticle

2017

Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks

Grais, E. M., Roma, G., Simpson, A. JR. & Plumbley, M. D., 15 Feb 2017, Latent Variable Analysis and Signal Separation. Tichavský, P., Babaie-Zadeh, M., Michel, O. J. J. & Thirion-Moreau, N. (eds.). Springer, Cham, p. 236-246 11 p. (Lecture Notes in Computer Science; vol. 10169).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
8 Citations (Scopus)

Handwaving: Gesture Recognition for Participatory Mobile Music

Roma, G., Xambó, A. & Freeman, J., 2017, Proceedings of the 12th International Audio Mostly Conference: Augmented and Participatory Sound and Music Experiences. Association for Computing Machinery (ACM), 7 p. 26

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Hyperconnected Action Painting

Xambó, A. & Roma, G., Oct 2017, Proceedings of 3rd Web Audio Conference, London, August 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Loop-aware Audio Recording for the Web

Roma, G., Xambó, A. & Freeman, J., Oct 2017, Proceedings of 3rd Web Audio Conference, London, August 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Psychophysical Evaluation of Audio Source Separation Methods

Simpson, A. JR., Roma, G., Grais, E. M., Mason, R. D., Hummersone, C. & Plumbley, M. D., 15 Feb 2017, Latent Variable Analysis and Signal Separation. Tichavský, P., Babaie-Zadeh, M., Michel, O. J. J. & Thirion-Moreau, N. (eds.). Springer, Cham, p. 211-221 11 p. ( Lecture Notes in Computer Science; vol. 10169).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
5 Citations (Scopus)

Sound Sharing and Retrieval

Font, F., Roma, G. & Serra, X., 22 Sep 2017, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. & Ellis, D. (eds.). 1st ed. Springer, Cham, p. 279-301 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Citations (Scopus)

Turn-Taking and Chatting in Collaborative Music Live Coding

Xambó, A., Shah, P., Roma, G., Freeman, J. & Magerko, B., 2017, Proceedings of the 12th International Audio Mostly Conference: Augmented and Participatory Sound and Music Experiences. Association for Computing Machinery (ACM), 5 p. 24

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Two-stage single-channel audio source separation using deep neural networks

Grais, E. M., Roma, G., Simpson, A. JR. & Plumbley, M. D., 1 Sep 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 9, p. 1773-1783 11 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)
2016

Colliding: a SuperCollider environment for synthesis-oriented live coding

Roma, G., 2016, Proceedings of the 2016 International Conference on Live Interfaces. Magnusson, T., Kiefer, C. & Duffy, S. (eds.). 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Combining mask estimates for single channel audio source separation using deep neural networks

Grais, E. M., Roma, G., Simpson, A. JR. & Plumbley, M. D., Sep 2016, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 3339-3343 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
16 Citations (Scopus)

Do the buzzer shake

Roma, G., Xambó, A. & Freeman, J., 2016, Proceedings of the 2016 International Conference on Live Interfaces. Magnusson, T., Kiefer, C. & Duffy, S. (eds.).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods

Simpson, A. JR., Roma, G., Grais, E. M., Mason, R. D., Hummersone, C., Liutkus, A. & Plumbley, M. D., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 1763-1767 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Music remixing and upmixing using source separation

Roma, G., Grais, E. M., Simpson, A. JR. & Plumbley, M. D., Sep 2016, Proceedings of the 2nd AES Workshop on Intelligent Music Production. De Man, B. & Reiss, J. D. (eds.).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Remixing musical audio on the web using source separation

Roma, G., Simpson, A. JR., Grais, E. M. & Plumbley, M. D., Apr 2016, Proceedings of the 2nd Web Audio Conference (WAC 2016). 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Singing voice separation using deep neural networks and f0 estimation

Roma, G., Grais, E. M., Simpson, A. JR. & Plumbley, M. D., 2016, MIREX 2016. 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Single-Channel Audio Source Separation Using Deep Neural Network Ensembles

Grais, E. M., Roma, G., Simpson, A. JR. & Plumbley, M. D., 26 May 2016, Audio Engineering Society Convention 140. Audio Engineering Society, 9494

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
23 Citations (Scopus)

Untwist: A new toolbox for audio source separation

Roma, G., Grais, E. M., Simpson, A. JR., Sobieraj, I. & Plumbley, M. D., 2016, Extended abstracts for the Late-Breaking Demo Session of the 17th International Society for Music Information Retrieval Conference, 2016. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2015

Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network

Simpson, A. JR., Roma, G. & Plumbley, M. D., 15 Aug 2015, Latent Variable Analysis and Signal Separation. Vincent, E., Yeredor, A., Koldovský, Z. & Tichavský, P. (eds.). Springer, Cham, p. 429-436 8 p. (Lecture Notes in Computer Science; vol. 9237).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

42 Citations (Scopus)

Music performance by discovering community loops

Roma, G. & Serra, X., 2015, Proceedings of the 1st Web Audio Conference (WAC 2015). 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Querying Freesound with a microphone

Roma, G. & Serra, X., 2015, Proceedings of the 1st Web Audio Conference (WAC 2015). 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2014

ESSENTIA: an open source library for audio analysis

Bogdanov, D., Wack, N., Gómez, E., Gulati, S., Herrera, P., Mayor, O., Roma, G., Salamon, J., Zapata, J. & Serra, X., Mar 2014, ACM SIGMM Records, 6, 1, p. 18-21 4 p.

Research output: Contribution to specialist publicationArticle

Open Access

SoundXY4: Supporting Tabletop Collaboration and Awareness with Ambisonics Spatialisation

Xambó, A., Roma, G., Laney, R., Dobbyn, C. & Jordà, S., 2014, Proceedings of the 2014 International Conference on New Interfaces for Musical Expression. p. 40-45 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2012

Representing music as work in progress

Roma, G. & Herrera, P., Nov 2012, Structuring Music through Markup Language: Designs and Architectures . IGI Global, p. 119-134 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter