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New Frontiers in Music Information Processing

Deliverables

Dissemination and Public Engagement Plan

Dissemination and Public Engagement Plan

State of the art, challenges and potential of user-driven approaches in MIR

State of the art, challenges and potential of user-driven approaches in MIR

State of the art, challenges and potential of data-driven approaches in MIR

State of the art, challenges and potential of data-driven approaches in MIR

State of the art, challenges and potential of knowledge-driven approaches in MIR

State of the art, challenges and potential of knowledge-driven approaches in MIR

Summer School

Summer School

First Workshop

First Workshop

Publications

A Hybrid Approach to Audio-to-Score Alignment

Author(s): Agrawal R., and Dixon S.
Published in: 36th International Conference on Machine Learning (ICML 2019),, Issue Poster presentations, 2019

MIREX 2019 - AUDIO-TO-LYRICS ALIGNMENT CHALLENGE 2019

Author(s): Emir Demirel
Published in: “MIREX 2019 - Audio-to-Lyrics Alignment Challenge 2019”, 20th International Society for Music Information Retrieval Conference, Delft, The Netherlands, 2019., 2019

Exploring Generalizability of Automatic Phoneme Recognition Models

Author(s): Emir Demirel(1), Sven Ahlback(2) and Simon Dixon(1)
Published in: UK Speech Conference 2019 The University of Birmingham, UK 24-25 June, Issue POSTER 14, 2019

Investigating Kernel Shapes and Skip Connections for Deep Learning-Based Harmonic-Percussive Separation

Author(s): Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlback
Published in: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019, Page(s) 40-44
DOI: 10.1109/waspaa.2019.8937079

Robustness of Adversarial Attacks in Sound Event Classification

Author(s): Vinod Subramanian, Emmanouil Benetos, Mark B. Sandler
Published in: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019), 2019, Page(s) 239-243
DOI: 10.33682/sp9n-qk06

A New Dataset for Amateur Vocal Percussion Analysis

Author(s): Alejandro Delgado, SKoT McDonald, Ning Xu, Mark Sandler
Published in: Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound on ZZZ - AM'19, 2019, Page(s) 17-23
DOI: 10.1145/3356590.3356844

Weakly Informed Audio Source Separation

Author(s): Kilian Schulze-Forster, Clement Doire, Gael Richard, Roland Badeau
Published in: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019, Page(s) 273-277
DOI: 10.1109/waspaa.2019.8937266

MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music

Author(s): Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gaël Richard
Published in: SMM19, Workshop on Speech, Music and Mind 2019, 2019, Page(s) 51-55
DOI: 10.21437/smm.2019-11

Automatic chord-scale recognition using harmonic pitch class profiles

Author(s): Demirel, Emir; Baris Bozkurt; Serra, Xavier
Published in: 16th Sound & Music Computing Conference (SMC 2019), Issue 5, 2019
DOI: 10.5281/zenodo.3249257

EEG-Based Decoding of Auditory Attention to a Target Instrument in Polyphonic Music

Author(s): Giorgia Cantisani, Slim Essid, Gael Richard
Published in: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019, Page(s) 80-84
DOI: 10.1109/waspaa.2019.8937219

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval

Author(s): Balke, Stefan; Dorfer, Matthias; Carvalho, Luis; Arzt, Andreas; Widmer, Gerhard
Published in: Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR, Delft, The Netherlands, 2019, Page(s) pp. 216-222
DOI: 10.5281/zenodo.3527782

Supervised Symbolic Music Style Translation Using Synthetic Data

Author(s): Ondřej Cífka; Simsekli, Umut; Richard, Gael
Published in: Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR,, 2019, Page(s) pp. 588-595
DOI: 10.5281/zenodo.3527878

Da-TACOS: A dataset for cover song identification and understanding

Author(s): Furkan Yesiler; Chris Tralie; Albin Correya; Diego Furtado Silva; Philip Tovstogan; Emilia Gomez; Xavier Serra
Published in: Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR, Issue 4, 2019, Page(s) pp. 327-334.
DOI: 10.5281/zenodo.3527809

The MTG-Jamendo dataset for automatic music tagging

Author(s): Bogdanov, Dmitry; Won, Minz; Tovstogan, Philip; Porter, Alastair; Serra, Xavier
Published in: Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML 2019), 2019

Data augmentation for instrument classification robust to audio effects

Author(s): Ramires, António; Serra, Xavier
Published in: 22nd International Conference on Digital Audio Effects (DAFx-19), 2019

Neural Percussive Synthesis Parameterised by High-Level Timbral Features

Author(s): Antonio Ramires, Pritish Chandna, Xavier Favory, Emilia Gomez, Xavier Serra
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 786-790
DOI: 10.1109/icassp40776.2020.9053128

A Study on the Transferability of Adversarial Attacks in Sound Event Classification

Author(s): Vinod Subramanian, Arjun Pankajakshan, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark Sandler
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 301-305
DOI: 10.1109/icassp40776.2020.9054445

Audio-Based Auto-Tagging With Contextual Tags for Music

Author(s): Karim M. Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gael Richard
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 16-20
DOI: 10.1109/icassp40776.2020.9054352

Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech

Author(s): Kilian Schulze-Forster, Clement S. J. Doire, Gael Richard, Roland Badeau
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 7274-7278
DOI: 10.1109/icassp40776.2020.9053182

Accurate and Scalable Version Identification Using Musically-Motivated Embeddings

Author(s): Furkan Yesiler, Joan Serra, Emilia Gomez
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 21-25
DOI: 10.1109/icassp40776.2020.9053793

Datasets

Freesound Loop Dataset

Author(s): Antonio Ramires,Frederic Font,Dmitry Bogdanov,Jordan B. L. Smith,Yi-Hsuan Yang,Joann Ching,Bo-Yu Chen,Yueh-Kao Wu,Hsu Wei-Han,Xavier Serra
Published in: Zenodo

User-aware music auto-tagging with contextual tags

Author(s): Karim M. Ibrahim,Elena V. Epure,Geoffroy Peeters,Gaël Richard
Published in: Zenodo

Amateur Vocal Percussion Dataset

Author(s): Delgado, Alejandro
Published in: Zenodo

Contextual Tags for music auto-tagging

Author(s): Ibrahim, Karim M.,Royo-Letelier, Jimena,Epure, Elena V.,Peeters, Geoffroy,Richard, Gaël
Published in: Zenodo

Groove2Groove MIDI Dataset: synthetic accompaniments in 3,000 styles

Author(s): Cífka, Ondřej,Şimşekli, Umut,Richard, Gaël
Published in: Zenodo

Tap & Fiddle: a Dataset with Scandinavian Fiddle Tunes with Accompanying Foot-Tapping

Author(s): Lordelo, Carlos,Ahlbäck, Sven,Benetos, Emmanouil,Dixon, Simon,Ohlsson, Patrik
Published in: Zenodo

Freesound One-Shot Percussive Sounds

Author(s): Ramires, António,Pritish Chandna,Favory, Xavier,Gómez, Emilia,Serra, Xavier
Published in: Zenodo

MTG-Jamendo Dataset

Author(s): Bogdanov, Dmitry,Minz, Won,Tovstogan, Philip,Porter, Alastair
Published in: Zenodo

Da-TACOS: A Dataset for Cover Song Identification and Understanding

Author(s): Yesiler, Furkan,Tralie, Chris,Correya, Albin,Silva, Diego F.,Tovstogan, Philip,Gómez, Emilia,Serra, Xavier
Published in: Zenodo