New Frontiers in Music Information Processing

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

First report on novel data-driven approaches in MIR

First report on novel datadriven approaches in MIR

Dissemination and Public Engagement Plan
Final report on user-driven methods and future challenges

Final report on userdriven methods and future challenges

First report on novel knowledge-driven approaches in MIR

First report on novel knowledgedriven approaches in MIR

Dissemination Report
First report on novel user-driven approaches in MIR

First report on novel userdriven 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 knowledge-driven approaches in MIR
Final report on knowledge-driven methods and future challenges

Final report on knowledgedriven methods and future challenges

Final report on data-driven methods and future challenges

Final report on datadriven methods and future challenges

Project Web Site and Social Media Launch

Summer School
First Workshop
Final Workshop

Publications

Comparing Representations for Audio Synthesis Using Generative Adversarial Networks

Author(s): Javier Nistal, Stefan Lattner, Gael Richard
Published in: 2020 28th European Signal Processing Conference (EUSIPCO), 2021, Page(s) 161-165, ISBN 978-9-0827-9705-3
Publisher: IEEE
DOI: 10.23919/eusipco47968.2020.9287799

Combining musical features for cover detection

Author(s): Doras, Guillaume; Yesiler, Furkan; Serra, Joan; Gomez, Emilia; Peeters, Geoffroy
Published in: Proceedings of the 21st International Society for Music Information Retrieval Conference, Issue 4, 2020, Page(s) 279-286, ISBN 978-0-9813537-0-8
Publisher: ISMIR 2020 0 International Society for Music Information Retrieval Conference 2020
DOI: 10.5281/zenodo.4245424

MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription

Author(s): Emir Demirel, Sven Ahlbäck, Simon Dixon
Published in: 22nd International Society for Music Information Retrieval (ISMIR) Conference, 2021, Page(s) 151-158
Publisher: International Society for Music Information Retrieval (ISMIR)
DOI: 10.5281/zenodo.5624643

MediaEval 2019: emotion and theme recognition in music using Jamendo

Author(s): Bogdanov, Dmitry; Porter, Alastair; Tovstogan, Philip; Won, Minz
Published in: MediaEval Benchmarking Initiative for Multimedia Evaluation, Issue Vol-2670, 2019, ISSN 1613-0073
Publisher: MediaEval Benchmarking Initiative for Multimedia Evaluation

Web interface for exploration of latent and tag spaces in music auto-tagging

Author(s): Tovstogan, Philip; Serra, Xavier; Bogdanov, Dmitry
Published in: Proceedings of the 37 th International Conference on Machine Learning, Issue 4, 2020
Publisher: ICML 2020 - International Conference on Machine Learning 2020

Supervised Symbolic Music Style Translation Using Synthetic Data

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

Author(s): Tovstogan, Philip; Serra, Xavier; Bogdanov, Dmitry
Published in: Proceedings of the 19th Sound and Music Computing Conference - SMC 22, 2022, Page(s) 287-294, ISBN 978-2-9584126-0-9
Publisher: Sound and Music Computing Conference (SMC)
DOI: 10.5281/zenodo.6797867

SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?

Author(s): Ibrahim, Karim,; Epure, Elena,; Peeters, Geoffroy; Richard, Gael
Published in: Proceedings of the 21st International Society for Music Information Retrieval Conference, Issue 6, 2020, ISBN 978-0-9813537-0-8
Publisher: ISMIR 2020 - International Society for Music Information Retrieval Conference 2020
DOI: 10.5281/zenodo.3961560

DrumGAN: Synthesis of drum sounds with timbral feature conditioning using generative adversarial networks

Author(s): Javier Nistal, Stefan Lattner, Ga¨el Richard
Published in: Proceedings of the 21st International Society for Music Information Retrieval Conference, 2020, Page(s) 590-597, ISBN 978-0-9813537-0-8
Publisher: ISMIR 2020 - International Society for Music Information Retrieval Conference 2020
DOI: 10.5281/zenodo.4245504

DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis With GANs

Author(s): Javier Nistal; Stefan Lattner; Gaël Richard
Published in: 22nd International Society for Music Information Retrieval (ISMIR) Conference, 2021, Page(s) pp. 484-492.
Publisher: International Society for Music Information Retrieval (ISMIR)
DOI: 10.5281/zenodo.5624507

Spectral and Temporal Timbral Cues of Vocal Imitations of Drum Sound.

Author(s): Alejandro Delgado, Charalampos Saitis, and Mark Sandler
Published in: Proceedings of the 2nd International Conference on Timbre (Timbre 2020), 3-4 September 2020, Thessaloniki (online), Greece, 2020, Page(s) 98-99, ISBN 978-960-99845-7-7
Publisher: Timbre 2020. International Conference on Timbre 2020

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., 2019, Page(s) pp. 216-222
Publisher: ISMIR International Society for Music Information Retrieval
DOI: 10.5281/zenodo.3527782

Addressing the Recitative Problem in Real-time Opera Tracking

Author(s): Brazier, Charles; Widmer, Gerhard
Published in: 25th International Symposium on Frontiers of Research in Speech and Music, Issue 5, 2020
Publisher: Frontiers of Research in Speech and Music

Confidence-based Weighted Loss for Multi-label Classification with Missing Labels

Author(s): Karim M. Ibrahim; Gael Richard; Elena V. Epure; Geoffroy Peeters
Published in: ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval, Issue 5, 2020, Page(s) 291–295
Publisher: International Conference on Multimedia Retrieval (ICMR 2020)
DOI: 10.1145/3372278.3390728

Learning Models for Query by Vocal Percussion: A Comparative Study

Author(s): Alejandro Delgado Luezas (Roli / Queen Mary University of London); SKoT McDonald (Roli); Ning Xu (Roli); Charalampos Saitis (Queen Mary University of London (starting Oct/Nov?)); Mark B. Sandler (Queen Mary University of London) -
Published in: Proceedings of the International Computer Music Conference (ICMC) 2021, 2021, Page(s) 166-171
Publisher: International Computer Music Conference 2021 Pontificia Universidad Católica de Chile

Anomalous behaviour in loss-gradient based interpretability methods

Author(s): Vinod Subramanian, S. Gururani, E. Benetos, and M. Sandler
Published in: RobustML workshop paper at ICLR 2021, May 2021, 2021
Publisher: ICLR

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., 2019, Page(s) pp. 327-334.
Publisher: ISMIR - International Society for Music Information Retrieval Conference
DOI: 10.5281/zenodo.3527809

Low Resource Audio-To-Lyrics Alignment from Polyphonic Music Recordings

Author(s): Emir Demirel, Sven Ahlback, Simon Dixon
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 586-590, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9414395

Less is more: Faster and better music version identification with embedding distillation

Author(s): Yesiler, Furkan; Serrà, Joan; Gómez, Emilia
Published in: Proceedings of the 21st International Society for Music Information Retrieval Conference; 2020 Oct 11-16;, 2020, Page(s) 884-92, ISBN 978-0-9813537-0-8
Publisher: ISMIR; 2020 -International Society for Music Information Retrieval Conference 2020
DOI: 10.5281/zenodo.4245570

Learning Frame Similarity using Siamese networks for Audio-to-Score Alignment

Author(s): Ruchit Agrawal, Simon Dixon
Published in: 2020 28th European Signal Processing Conference (EUSIPCO), 2021, Page(s) 141-145, ISBN 978-9-0827-9705-3
Publisher: IEEE
DOI: 10.23919/eusipco47968.2020.9287625

Real-time visualisation of fugue played by a string quartet

Author(s): Olivier Lartillot, Carlos Cancino-Chacón and Charles Brazier
Published in: 17th Sound and Music Computing Conference, 2020, Page(s) 115, ISBN 978-88-945415-0-2
Publisher: SMC 2020.
DOI: 10.5281/zenodo.3898713

LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters

Author(s): Pritish Chandna, António Ramires, Xavier Serra, Emilia Gómez
Published in: EEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
Publisher: IEEE ICASSP
DOI: 10.1109/icassp39728.2021.9415047

Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification

Author(s): Carvalho, Luis; Widmer, Gerhard
Published in: 29th European Signal Processing Conference (EUSIPCO 2021),, Issue 2, 2021
Publisher: European Association for Signal Processing (EURASIP)

User-guided one-shot deep model adaptation for music source separation

Author(s): Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard
Published in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Publisher: IEEE Signal Processing Society- Applications of Signal Processing to Audio and Acoustics (WASPAA)

Computational Pronunciation Analysis in Sung Utterances.

Author(s): Emir Demirel, Sven Ahlback, Simon Dixon
Published in: 29th European Signal Processing Conference (EUSIPCO 2021), 2021
Publisher: European Association for Signal Processing (EURASIP)

Phoneme-Informed Note Segmentation of Monophonic Vocal Music

Author(s): Yukun Li, Emir Demirel, Polina Proutskova and Simon Dixon
Published in: 2nd Workshop on Natural Language Processing for Music and Spoken Audio (NLP4MusA), 2021
Publisher: Natural Language Processing for Music and Spoken Audio (NLP4MusA)

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) 301-305, Issue 301-305, 2020, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9054445

Neuro-Steered Music Source Separation With EEG-Based Auditory Attention Decoding And Contrastive-NMF

Author(s): Giorgia Cantisani, Slim Essid, Gael Richard
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 36-40, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9413841

Relative Positional Encoding for Transformers with Linear Complexity

Author(s): Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, Gaël Richard
Published in: 38th International Conference on Machine Learning (ICML), 2021, Page(s) PMLR 139:7067-7079, 2021.
Publisher: International Conference on Machine Learning (ICML)

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
Publisher: 36th International Conference on Machine Learning (ICML 2019),
DOI: 10.48550/arxiv.2007.14333

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, ISBN 978-1-7281-1123-0
Publisher: IEEE
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, ISBN 978-0-578-59596-2
Publisher: New York University
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, ISBN 9781-450372978
Publisher: ACM Press
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, ISBN 978-1-7281-1123-0
Publisher: IEEE
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
Publisher: ISCA
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
Publisher: Sound and Music Computing Conference (SMC)
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, ISBN 978-1-7281-1123-0
Publisher: IEEE
DOI: 10.1109/waspaa.2019.8937219

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
Publisher: Machine Learning for Music DisMachine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML 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, Page(s) 226-230, ISSN 2413-6689
Publisher: 22nd International Conference on Digital Audio Effects (DAFx-19)

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
Publisher: UK Speech Conference 2019 The University of Birmingham, UK 24{25 June

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, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9053128

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, ISBN 978-1-5090-6631-5
Publisher: IEEE
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, ISBN 978-1-5090-6631-5
Publisher: IEEE
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, ISBN 978-1-5090-6631-5
Publisher: IEEE
DOI: 10.1109/icassp40776.2020.9053793

Visualization of Deep Audio Embeddings for Music Exploration and Rediscovery

Author(s): Tovstogan, Philip; Serra, Xavier; Bogdanov, Dmitry
Published in: Proceedings of the 19th Sound and Music Computing Conference - SMC 22, 2022, Page(s) 485-493, ISBN 978-2-9584126-0-9
Publisher: Sound and Music Computing Conference (SMC)
DOI: 10.5281/zenodo.6798268

Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes

Author(s): Carlos Lordelo; Emmanouil Benetos; Simon Dixon; Sven Ahlbäck
Published in: 22nd International Society for Music Information Retrieval (ISMIR) Conference, 2021, Page(s) pp. 389-395
Publisher: International Society for Music Information Retrieval (ISMIR)
DOI: 10.5281/zenodo.5625682

Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention

Author(s): Emir Demirel, Sven Ahlback, Simon Dixon
Published in: 2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-8, ISBN 978-1-7281-6926-2
Publisher: IEEE
DOI: 10.1109/ijcnn48605.2020.9207052

Handling Structural Mismatches in Real-time Opera Tracking

Author(s): Charles Brazier, Gerhard Widmer
Published in: 29th European Signal Processing Conference (EUSIPCO 2021), 2021
Publisher: European Association for Signal Processing (EURASIP)

Structure-Aware Audio-to-Score Alignment Using Progressively Dilated Convolutional Neural Networks

Author(s): Ruchit Agrawal, Daniel Wolff, Simon Dixon
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 571-575, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9414049

On-Line Audio-to-Lyrics Alignment Based on a Reference Performance

Author(s): Charles Brazier, Gerhard Widmer
Published in: 22nd International Society for Music Information Retrieval (ISMIR) Conference, 2021, Page(s) pp. 66-73.
Publisher: International Society for Music Information Retrieval (ISMIR)
DOI: 10.5281/zenodo.5625665

Memory Controlled Sequential Self Attention for Sound Recognition

Author(s): Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos
Published in: Interspeech 2020, 2020, Page(s) 831-835, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/interspeech.2020-1953

Investigating the Efficacy of Music Version Retrieval Systems for Setlist Identification

Author(s): Furkan Yesiler, Emilio Molina, Joan Serra, Emilia Gomez
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 541-545, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9414603

Self-Supervised VQ-VAE for One-Shot Music Style Transfer

Author(s): Ondrej Cifka, Alexey Ozerov, Umut Simsekli, Gael Richard
Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Page(s) 96-100, ISBN 978-1-7281-7605-5
Publisher: IEEE
DOI: 10.1109/icassp39728.2021.9414235

TIV.lib: an open-source library for the tonal description of musical audio

Author(s): Ramires, António; Bernardes, Gilberto; Davies, Matthew E. P.; Serra, Xavier
Published in: Proceedings of the 23rd International Conference on Digital Audio Effects, Issue 4, 2020, Page(s) 304-309
Publisher: DAFx-20, Conference on Digital Audio Effects 2020

Towards reliable real-time opera tracking: Combining alignment with audio event detectors to increase robustness

Author(s): Charles Brazier; Gerhard Widmer
Published in: 17th Sound & Music Computing Conference (SMC 2020),, Issue 7, 2020, Page(s) 371, ISBN 978-88-945415-0-2
Publisher: SMC – Sound and Music Computing Network
DOI: 10.5281/zenodo.3898877

Assessing Algorithmic Biases for Musical Version Identification

Author(s): Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez
Published in: The 15th ACM International WSDM Conference, 2022
Publisher: ACM
DOI: 10.1145/3488560.3498397

The Freesound Loop Dataset and Annotation Tool

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: Proceedings of the 21st International Society for Music Information Retrieval Conference, 2020, Page(s) 287-294, ISBN 978-0-9813537-0-8
Publisher: ISMIR 2020 - International Society for Music Information Retrieval Conference 2020

Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking

Author(s): Charles Brazier, Gerhard Widmer
Published in: 2nd Workshop on NLP for Music and Audio (NLP4MusA), Online, 2021, 2021
Publisher: Natural Language Processing for Music and Spoken Audio (NLP4MusA)

VQCPC-GAN: Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding

Author(s): Javier Nistal, Cyran Aouameur, Stefan Lattner and Gaël Richard
Published in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Publisher: IEEE (WASPAA)
DOI: 10.1109/waspaa52581.2021.9632757

Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification

Author(s): Delgado, Alejandro; Demirel, Emir; Subramanian, Vinod; Saitis, Charalampos; Sandler, Mark
Published in: Proceedings of the 19th Sound and Music Computing Conference -SMC22, 2022, Page(s) 123-130, ISBN 978-2-9584126-0-9
Publisher: Sound and Music Computing Conference (SMC)
DOI: 10.5281/zenodo.6797666

Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation

Author(s): Carlos Lordelo, Emmanouil Benetos, Simon Dixon, Sven Ahlbäck, Patrik Ohlsson
Published in: IEEE Signal Processing Letters ( Volume: 28), Issue Volume: 28, 2020, Page(s) 81-85, ISSN 1558-2361
Publisher: IEEE Signal Processing Society
DOI: 10.1109/lsp.2020.3045915

A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization

Author(s): Ruchit Agrawal, Daniel Wolff, Simon Dixon
Published in: EEE Signal Processing Letters ( Volume: 29), Issue 5, 2021, Page(s) 344 - 348, ISSN 1558-2361
Publisher: IEEE
DOI: 10.1109/lsp.2021.3135192

Audio-based musical version identification: Elements and challenges.

Author(s): Furkan Yesiler, G. Doras, R. M. Bittner, C. J. Tralie, and J. Serrà.
Published in: IEEE Signal Processing Magazine, Issue Volume: 38, Issue: 6, Nov. 2021, 2021, Page(s) 115 - 136, ISSN 1053-5888
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2021.3105941

Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation

Author(s): Kilian Schulze-Forster, Clement Doire, Gael Richard, Roland Badeau
Published in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Issue 29, 2021, Page(s) 2382-2395, ISSN 2329-9290
Publisher: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2021.3091817

Groove2Groove: One-Shot Music Style Transfer With Supervision From Synthetic Data

Author(s): Gael Richard; Umut Simsekli; Ondrej Cifka
Published in: IEEE/ACM Transactions on Audio, Speech and Language Processing, Issue 1, 2020, Page(s) 2638 - 2650, ISSN 2329-9304
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/taslp.2020.3019642

Stochastic Restoration of Heavily Compressed Musical Audio Using Generative Adversarial Networks

Author(s): Stefan Lattner, Javier Nistal
Published in: Electronics, Issue 10/11, 2021, Page(s) 1349, ISSN 2079-9292
Publisher: MDPI (Molecular Diversity Preservation International)
DOI: 10.3390/electronics10111349

A Recursive Search Method for Lyrics Alignment.

Author(s): Demirel E. Ahlback S., and Dixon S.
Published in: 20th International Society for Music Information Retrieval Conference (ISMIR 2020),, 2020
Publisher: International Society for Music Information Retrieval Conference

2021 Emotion and Theme Recognition in Music Using Jamendo

Author(s): Philip Tovstogan, Dmitry Bogdanov, Alastair Porter
Published in: Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Publisher: MediaEval 2021 Multimedia Benchmark Workshop

2020 Emotion and Theme Recognition in Music Using Jamendo

Author(s): Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
Published in: Working Notes Proceedings of the MediaEval 2020 Workshop, 2020, Page(s) Vol-2882 urn:nbn:de:0074-2882-4, ISSN 1613-0073
Publisher: MediaEval 2020. Multimedia Benchmark Workshop 2020

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
Publisher: 15th running of the Music Information Retrieval Evaluation eXchange (MIREX 2019)

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