Exploring Musical Possibilities via Machine Simulation

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation

Autores: Florian Schmid, Khaled Koutini, Gerhard Widmer
Publicado en: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023, 2023
Editor: IEEE
DOI: 10.48550/arxiv.2211.04772

The match File Format: Encoding Alignments between Scores and Performances

Autores: Francesco Foscarin, Emmanouil Karystinaios, Silvan David Peter, Carlos Cancino-Chacón, Maarten Grachten, Gerhard Widmer
Publicado en: Proceedings of the Music Encoding Conference (MEC 2022), 2022
Editor: Tne Music Encoding Initiative (MEI)
DOI: 10.48550/arxiv.2206.01104

8+8=4: Formalizing Time Units to Handle Symbolic Music Durations

Autores: Emmanouil Karystinaios, Francesco Foscarin, Florent Jacquemard, Masahiko Sakai, Satoshi Tojo, Gerhard Widmer
Publicado en: Proceedings of the 16th International Symposium on Computer Music Multidisciplinary Research (CMMR 2023), 2023
Editor: Springer
DOI: 10.48550/arxiv.2310.14952

Cluster and Separate: A GNN Approach to Voice and Staff Prediction for Score Engraving

Autores: Francesco Foscarin, Emmanouil Karystinaios, Eita Nakamura, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2407.21030

Dilemmadata: On the Interoperability of Heterogeneous Roman Numeral Datasets

Autores: Johannes Hentschel, Emmanouil Karystinaios, Gerhard Widmer, Markus Neuwirth
Publicado en: Proceedings of the Music Encoding Conference (MEC 2026), 2026
Editor: Music Encoding Initiative (MEI)
DOI: 10.48550/arxiv.2606.31595

Precise and Simple Audio-to-Score Alignment

Autores: Silvan Peter, Patricia Hu, Gerhard Widmer
Publicado en: Proceedings of the Music Encoding Conference (MEC) 2026, 2026
Editor: Music Encoding Initiative (MEI)
DOI: 10.48550/arxiv.2605.20014

The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist

Autores: Carlos Cancino-Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer
Publicado en: Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23), 2023
Editor: IJCAI
DOI: 10.48550/arxiv.2304.12939

EngravingGNN: A Hybrid Graph Neural Network for End-to-End Piano Score Engraving

Autores: Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Publicado en: Proceedings of the International Conference on Technologies for Music Notation and Representation (TENOR), 2025
Editor: Central Conservatory of Music Beijing
DOI: 10.48550/arxiv.2509.19412

Are we describing the same sound? An Analysis of Word Embedding Spaces of Expressive Piano Performance

Autores: Silvan Peter, Shreyan Chowdhury, Carlos Cancino-Chacón, Gerhard Widmer
Publicado en: Proceedings of the Forum for Information Retrieval Evaluation (FIRE 2023), 2023
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3632754.3632759

How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation

Autores: Deepak Kumar, Emmanouil Karystinaios, Gerhard Widmer, Markus Schedl
Publicado en: Proceedings of the 4th Workshop on NLP for Music and Audio (NLP4MusA 2026), 2026
Editor: EACL
DOI: 10.48550/arxiv.2601.22764

Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval

Autores: Luis Carvalho, Gerhard Widmer
Publicado en: Proceedings of the 24th Conference of the International Society for Music Information Retrieval (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2309.12111

Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation

Autores: Alexander Fichtinger, Jan Schlüter, Gerhard Widmer
Publicado en: Proceedings of the 22nd Sound and Music Computing Conference (SMC 2025), 2025
Editor: Sound and Music Computing Initiative
DOI: 10.48550/arxiv.2507.04864

The GlueNote: Learned Representations for Robust and Flexible Note Alignment

Autores: Silvan Peter, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2408.04309

Are Inherently Interpretable Models More Robust? A Study in Music Emotion Recognition

Autores: Katharina Hoedt, Arthur Flexer, Gerhard Widmer
Publicado en: Proceedings of the 22nd Sound and Music Computing Conference (SMC 2025), 2025
Editor: Sound and Music Computing Initiative
DOI: 10.5281/zenodo.15837274

Partitura: A Python Package for Symbolic Music Processing

Autores: Carlos Cancino-Chacón, Silvan David Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer
Publicado en: Proceedings of the Music Encoding Conference (MEC 2022), 2022
Editor: The Music Encoding Initiative (MEI)
DOI: 10.48550/arxiv.2206.01071

Multi-Stage Music Source Restoration with BandSplit-RoFormer Separation and HiFi++ GAN

Autores: Tobias Morocutti, Emmanouil Karystinaios, Jonathan Greif, Gerhard Widmer
Publicado en: ICASSP 2026 Music Source Restoration (MSR) Challenge, 2026
Editor: ICASSP
DOI: 10.48550/arxiv.2603.04032

Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces

Autores: Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Publicado en: Proceedings of the 26th International Society for Music Information Retrieval Conference (ISMIR), 2025
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2508.05306

The Rach3 Dataset: Towards Data-Driven Analysis of Piano Performance Rehearsal

Autores: Carlos Cancino-Chacón, Ivan Pilkov
Publicado en: Proceedings of the 30th International Conference on Multimedia Modeling (MMM 2024), 2024
Editor: Springer Verlag
DOI: 10.1007/978-3-031-56435-2_3

Decoding and Visualising Intended Emotion in an Expressive Piano Performance

Autores: Shreyan Chowdhury, Gerhard Widmer
Publicado en: 23rd International Society for Music Information Retrieval Conference (ISMIR 2022), Late-Breaking/Demo Papers, 2022
Editor: International Society for Music Information Retrieval (ISMIR)
DOI: 10.48550/arxiv.2303.01875

Beat this: Accurate Beat Tracking Without DBN Postprocessing

Autores: Francesco Foscarin, Jan Schlüter, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2407.21658

Perceptually Aligning Representations of Music via Noise-Augmented Autoencoders

Autores: Mathias Rose Bjare, Giorgia Cantisani, Marco Pasini, Stefan Lattner, Gerhard Widmer
Publicado en: AI for Music Workshop, Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), 2025
Editor: Neural Information Processing Systems Foundation
DOI: 10.48550/arxiv.2511.05350

A Study on the Data Distribution Gap in Music Emotion Recognition

Autores: Joann Ching, Gerhard Widmer
Publicado en: 17th International Symposium on Computer Music Multidisciplinary Research (CMMR) 2025, 2025
Editor: University College London
DOI: 10.48550/arxiv.2510.04688

AnalysisGNN: Unified Music Analysis with Graph Neural Networks

Autores: Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth, Gerhard Widmer
Publicado en: 17th International Symposium on Computer Music Multidisciplinary Research (CMMR), 2025
Editor: University College London
DOI: 10.48550/arxiv.2509.06654

Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance

Autores: Silvan Peter, Carlos Cancino-Chacón, Emmanouil Karystinaios, Gerhard Widmer
Publicado en: Proceedings of the 10th International Conference on Digital Libraries for Musicology (DLfM '23), 2023, Página(s) 58-66
Editor: ACM
DOI: 10.1145/3625135.3625141

Discrete Diffusion Probabilistic Models for Symbolic Music Generation

Autores: Matthias Plasser, Silvan Peter, Gerhard Widmer
Publicado en: Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23), 2023
Editor: IJCAI

Exploring System Adaptations For Minimum Latency Real-Time Piano Transcription

Autores: Patricia Hu, Silvan David Peter, Jan Schlüter, Gerhard Widmer
Publicado en: Proceedings of the 26th International Society for Music Information Retrieval Conference (ISMIR 2025), 2025
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2509.07586

The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations

Autores: Patricia Hu, Gerhard Widmer
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2309.02399

"Concept-Based Techniques for ""Musicologist-friendly"" Explanations in a Deep Music Classifier"

Autores: Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Publicado en: Proceedings of the 23rd International Society for Music Information Retrieval Conference (ISMIR 2022), 2022
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2208.12485

Estimating Musical Surprisal in Audio

Autores: Mathias Rose Bjare, Giorgia Cantisani, Stefan Lattner, Gerhard Widmer
Publicado en: Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), 2025
Editor: IEEE
DOI: 10.48550/arxiv.2501.07474

Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

Autores: Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2308.09454

Perception-Inspired Graph Convolution for Music Understanding Tasks

Autores: Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Publicado en: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24), 2024
Editor: International Joint Conferences on Artificial Intelligence, Inc. (IJCAI)
DOI: 10.48550/arxiv.2405.09224

Cadence Detection in Symbolic Classical Music using Graph Neural Networks

Autores: Emmanouil Karystinaios and Gerhard Widmer
Publicado en: Proceedings of the 23rd International Society for Music Information Retrieval Conference (ISMIR 2022), 2022
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2208.14819

Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval

Autores: Luis Carvalho, Gerhard Widmer
Publicado en: Proceedings of the IEEE 6th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2023
Editor: IEEE
DOI: 10.48550/arxiv.2309.12158

SMUG-Explain: A Framework for Symbolic Music Graph Explanations

Autores: Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Publicado en: Proceedings of the Sound and Music Computing Conference 2024 (SMC2024), 2024
Editor: Sound and Music Computing Network
DOI: 10.48550/arxiv.2405.09241

MUSE-Explainer: Counterfactual Explanations for Symbolic Music Graph Classification Models

Autores: Baptiste Hilaire, Emmanouil Karystinaios, Gerhard Widmer
Publicado en: 17th International Symposium on Computer Music Multidisciplinary Research (CMMR) 2025, 2025
Editor: University College London
DOI: 10.48550/arxiv.2509.26521

Predicting Music Hierarchies with a Graph-Based Neural Decoder

Autores: Francesco Foscarin, Daniel Harasim, Gerhard Widmer
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2306.16955

Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems

Autores: Luis Carvalho, Tobias Washüttl, Gerhard Widmer
Publicado en: Proceedings of the 14th ACM Conference on Multimedia Systems (MMSys 2023), 2023
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3587819.3590968

How to Infer Repeat Structures in MIDI Performances

Autores: Silvan Peter, Patricia Hu, Gerhard Widmer
Publicado en: Proceedings of the Music Encoding Conference (MEC 2025), 2025
Editor: Music Encoding Initiative
DOI: 10.48550/arxiv.2505.05055

Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation

Autores: Lukas Samuel Martak, Rainer Kelz, Gerhard Widmer
Publicado en: Proceedings of the 24th International Congress on Acoustics (ICA 2022), 2022
Editor: International Commission for Acoustics (ICA)

Defending a Music Recommender Against Hubness-Based Adversarial Attacks

Autores: Katharina Hoedt, Arthur Flexer, Gerhard Widmer
Publicado en: Proceedings of the 19th Sound and Music Computing Conference (SMC 2022), 2022
Editor: Telecom Saint-Etienne
DOI: 10.5281/zenodo.6573391

Symbolic Music Representations for Classification Tasks: A Systematic Evaluation

Autores: Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino-Chacón
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2309.02567

GraphMuse: A Library for Symbolic Music Graph Processing

Autores: Emmanouil Karystinaios, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2407.12671

Pairing Real-Time Piano Transcription with Symbol-level Tracking for Precise and Robust Score Following

Autores: Silvan Peter, Patricia Hu, Gerhard Widmer
Publicado en: Proceedings of the 22nd Sound and Music Computing Conference (SMC 2025), 2025
Editor: Sound and Music Computing Initiative
DOI: 10.48550/arxiv.2505.05078

Optical Music Recognition of Jazz Lead Sheets

Autores: Juan Carlos Martinez-Sevilla, Francesco Foscarin, Patricia Garcia-Iasci, David Rizo, Jorge Calvo-Zaragoza, Gerhard Widmer
Publicado en: Proceedings of the 26th International Society for Music Information Retrieval Conference (ISMIR 2025), 2025
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2509.05329

Towards Musically Informed Evaluation of Piano Transcription Models

Autores: Patricia Hu, Lukas Martak, Carlos Cancino-Chacon, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2406.08454

A Flexible Encoding Model for Non-Unique Note Alignments

Autores: Suhit Chiruthapudi, Adam Štefunko, Silvan Peter, Patricia Hu, Jan Hajič jr., Carlos Cancino-Chacón
Publicado en: Proceedings of the Music Encoding Conference (MEC 2026), 2026
Editor: Music Encoding Initiative (MEI)
DOI: 10.48550/arxiv.2606.28032

Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models

Autores: Tobias Morocutti, Florian Schmid, Jonathan Greif, Francesco Foscarin, Gerhard Widmer
Publicado en: Proceedings of the 33rd European Signal Processing Conference (EUSIPCO 2025), 2025
Editor: IEEE
DOI: 10.48550/arxiv.2503.11373

Score-Agnostic Structure Analysis in Large-Scale Performance Datasets

Autores: Patricia Hu, Silvan Peter, Gerhard Widmer
Publicado en: Proceedings of the Music Encoding Conference (MEC) 2026, 2026
Editor: Music Encoding Initiative
DOI: 10.48550/arxiv.2605.25951

Online Symbolic Music Alignment with Offline Reinforcement Learning

Autores: Silvan Peter
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2401.00466

Controlling Surprisal in Music Generation via Information Content Curve Matching

Autores: Mathias Bjare, Stefan Lattner, Gerhard Widmer
Publicado en: Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR 2024), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2408.06022

Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers

Autores: Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
Publicado en: Proceedings of HEAR 2021: Holistic Evaluation of Audio Representations, 2022, Página(s) PMLR 166, 65-89, ISSN 2640-3498
Editor: JMLR, Inc.
DOI: 10.48550/arxiv.2211.13956

Music Visualisation and Its Short-Term Effect on Appraisal Skills

Autores: Ali Nikrang, Maarten Grachten, Martin Gasser, Harald Frostel, Gerhard Widmer, Tom Collins
Publicado en: HCI International 2023 – Late Breaking Papers. HCII 2023, 2023
Editor: Springer
DOI: 10.1007/978-3-031-48044-7_9

Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem

Autores: Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Publicado en: Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023
Editor: IJCAI

Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features

Autores: Emmanouil Karystinaios, Gerhard Widmer
Publicado en: Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2307.03544

Language Models for Music Medicine Generation

Autores: Emmanouil Nikolakakis, Joann Ching, Emmanouil Karystinaios, Gabrielle Sipin, Gerhard Widmer, Razvan Marinescu
Publicado en: Extended Abstracts, Late-Breaking Demo Session, 25th International Society for Music Information Retrieval Conference (ISMIR 2024),, 2024
Editor: International Society for Music Information Retrieval
DOI: 10.48550/arxiv.2411.09080

Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems

Autores: Lukas Samuel Martak, Patricia Hu, Gerhard Widmer
Publicado en: 1st International Workshop on Sound Signal Processing Applications (IWSSPA), 2024
Editor: CMMSE
DOI: 10.48550/arxiv.2408.04737

Concept-based Explanations for Music Emotion Recognition

Autores: Verena Praher, Verena Szojak, Gerhard Widmer
Publicado en: Proceedings of the 22nd Sound and Music Computing Conference (SMC 2025), 2025
Editor: Sound and Music Computing Initiative
DOI: 10.5281/zenodo.15837275

Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings

Autores: Shreyan Chowdhury, Gerhard Widmer
Publicado en: Proceedings of the Forum for Information Retrieval Evaluation Conference /(FIRE 2023), 2023
Editor: ACM

Revisiting Expressive Timing in Piano Performance at Scale: A Distant Listening, Multi‑Corpus Study

Autores: Patricia Hu, Huan Zhang, Silvan David Peter, Carlos Eduardo Cancino‑Chacón, Simon Dixon, Gerhard Widmer
Publicado en: Transactions of the International Society for Music Information Retrieval, Edición 9, 2026, Página(s) 329-346, ISSN 2514-3298
Editor: Ubiquity Press, Ltd.
DOI: 10.5334/tismir.317

Time to Align! Modelling Musical Timelines for Music Information Retrieval and Digital Musicology

Autores: Johannes Hentschel, Axel Berndt, Carlos Cancino-Chacón, Simon Dixon, Anne Foo, Mark Gotham, Patricia Hu, Maik Köster, Felipe D. Martins, Davide A. Mauro, Meinard Müller, Markus Neuwirth, Alexander Pacha, Kevin R. Page, Silvan Peter, Egor Polyakov, Laurent Pugin, David M. Weigl, Christof Weiß, Gerhard Widmer
Publicado en: Transactions of the International Society for Music Information Retrieval, Edición 9, 2026, Página(s) 384-404, ISSN 2514-3298
Editor: Ubiquity Press, Ltd.
DOI: 10.5334/tismir.296

Commentary on “A Computational Approach to the Detection and Prediction of (Ir)Regularity in Children’s Folk Songs”

Autores: Carlos Cancino-Chacón
Publicado en: Empirical Musicology Review, Edición 16(2), 2023, Página(s) 328-335, ISSN 1559-5749
Editor: The Ohio State University Libraries
DOI: 10.18061/emr.v16i2.9159

Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music

Autores: Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Publicado en: Transactions of the International Society for Music Information Retrieval, Edición 5(1), 2022, Página(s) 190-207, ISSN 2514-3298
Editor: Ubiquity Press
DOI: 10.5334/tismir.123

Automatic Note-Level Score-to- Performance Alignments in the ASAP Dataset

Autores: Silvan Peter, Carlos Eduardo Cancino-Chacón, Francesco Foscarin, Andrew P. McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer
Publicado en: Transactions of the International Society for Music Information Retrieval, Edición 6(1), 2023, Página(s) 27–42, ISSN 2514-3298
Editor: Ubiquity Press
DOI: 10.5334/tismir.149

Balancing Bias and Performance in Polyphonic Piano Transcription Systems

Autores: Lukas Samuel Martak, Rainer Kelz, Gerhard Widmer
Publicado en: Frontiers in Signal Processing, Edición 2:975932, 2022, ISSN 2673-8198
Editor: Frontiers Media SA
DOI: 10.3389/frsip.2022.975932

DExter: Learning and Controlling Performance Expression with Diffusion Models

Autores: Huan Zhang, Shreyan Chowdhury, Carlos Eduardo Cancino-Chacón, Jinhua Liang, Simon Dixon, Gerhard Widmer
Publicado en: Applied Sciences, Edición 14(15), 2024, Página(s) 1-17, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app14156543

Sound and music biases in deep music transcription models: a systematic analysis

Autores: Lukáš Samuel Marták, Patricia Hu, Gerhard Widmer
Publicado en: EURASIP Journal on Audio, Speech, and Music Processing, 2025, ISSN 1687-4722
Editor: Springer Science and Business Media LLC
DOI: 10.1186/s13636-025-00428-z

Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models

Autores: Florian Schmid, Khaled Koutini, Gerhard Widmer
Publicado en: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024, ISSN 2329-9290
Editor: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3376984

Constructing Adversarial Examples to Investigate the Plausibility of Explanations in Deep Audio and Image Classifiers

Autores: Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Publicado en: Neural Computing and Applications, Edición 2022, 2022, ISSN 0941-0643
Editor: Springer Verlag
DOI: 10.1007/s00521-022-07918-7

The Human Performance: Computational Methods for the Analysis of Played Classical Piano Music

Autores: Silvan Peter
Publicado en: 2025
Editor: Johannes Kepler University Linz

Symbolic Music Generation using Discrete Diffusion Probabilistic Models

Autores: Matthias Plasser
Publicado en: Master Thesis, 2023
Editor: Johannes Kepler University Linz (JKU)

(de)Fusion of Score and Performance Representations for Symbolic Music Generation

Autores: Tara Jadidi
Publicado en: Master Thesis, 2024
Editor: Johannes Kepler University (JKU)

Multi-modal Deep Learning for On-line Music Following in Score Sheet Images

Autores: Florian Henkel
Publicado en: PhD Thesis, 2022
Editor: Johannes Kepler University Linz

Multi-modal Music Search and Retrieval Without Symbolic Representations

Autores: Luis Carvalho
Publicado en: PhD Thesis, 2025
Editor: Johannes Kepler University

Modelling Emotional Expression in Music Using Interpretable and Transferable Perceptual Features

Autores: Shreyan Chowdhury
Publicado en: PhD Thesis, 2022
Editor: Johannes Kepler University Linz

Symbolic Music Analysis with Graph Neural Networks

Autores: Emmanouil Karystinaios
Publicado en: Ph.D. Thesis, 2024
Editor: Johannes Kepler University (JKU)

Buscando datos de OpenAIRE...

Resultados de proyectos

Publicaciones

Descargar Descargar el contenido de la página