Gerhard Widmer

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 239

Top Venues

Publications

Hamid Eghbal-zadeh, Werner Zellinger, Maura Pintor, Kathrin Grosse, Khaled Koutini, Bernhard Alois Moser, Battista Biggio, Gerhard Widmer
Rethinking data augmentation for adversarial robustness. Inf. Sci. 654 (2024)
Shreyan Chowdhury, Gerhard Widmer
Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings. CoRR (2024)
Silvan David Peter, Carlos Eduardo Cancino Chacón, Emmanouil Karystinaios, Gerhard Widmer
Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. CoRR (2024)
Silvan David Peter, Shreyan Chowdhury, Carlos Eduardo Cancino Chacón, Gerhard Widmer
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance. CoRR (2024)
Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Exploring Sampling Techniques for Generating Melodies With a Transformer Language Model. ISMIR (2023)
Matthias Plasser, Silvan Peter, Gerhard Widmer
Discrete Diffusion Probabilistic Models for Symbolic Music Generation. IJCAI (2023)
Shreyan Chowdhury, Gerhard Widmer
Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings. FIRE (2023)
Silvan David Peter, Carlos Eduardo Cancino Chacón, Emmanouil Karystinaios, Gerhard Widmer
Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. DLfM (2023)
Luis Carvalho, Gerhard Widmer
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval. MIPR (2023)
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino Chacón
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. ISMIR (2023)
Emmanouil Karystinaios, Francesco Foscarin, Florent Jacquemard, Masahiko Sakai, Satoshi Tojo, Gerhard Widmer
8+8=4: Formalizing Time Units to Handle Symbolic Music Durations. CoRR (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models. CoRR (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Low-Complexity Audio Embedding Extractors. EUSIPCO (2023)
Silvan David Peter, Carlos Eduardo Cancino Chacón, Francesco Foscarin, Andrew McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer
Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. Trans. Int. Soc. Music. Inf. Retr. 6 (1) (2023)
Matthias Plasser, Silvan Peter, Gerhard Widmer
Discrete Diffusion Probabilistic Models for Symbolic Music Generation. CoRR (2023)
Luis Carvalho, Tobias Washüttl, Gerhard Widmer
Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems. CoRR (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation. ICASSP (2023)
Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model. CoRR (2023)
Ali Nikrang, Maarten Grachten, Martin Gasser, Harald Frostel, Gerhard Widmer, Tom Collins
Music Visualisation and Its Short-Term Effect on Appraisal Skills. HCI (50) (2023)
Silvan David Peter, Shreyan Chowdhury, Carlos Eduardo Cancino Chacón, Gerhard Widmer
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance. FIRE (2023)
Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Gerhard Widmer
The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. IJCAI (2023)
Emmanouil Karystinaios, Gerhard Widmer
Roman Numeral Analysis With Graph Neural Networks: Onset-Wise Predictions From Note-Wise Features. ISMIR (2023)
Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
Domain Information Control at Inference Time for Acoustic Scene Classification. EUSIPCO (2023)
Shreyan Chowdhury, Gerhard Widmer
Decoding and Visualising Intended Emotion in an Expressive Piano Performance. CoRR (2023)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Low-Complexity Audio Embedding Extractors. CoRR (2023)
Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
Domain Information Control at Inference Time for Acoustic Scene Classification. CoRR (2023)
Francesco Foscarin, Daniel Harasim, Gerhard Widmer
Predicting Music Hierarchies with a Graph-Based Neural Decoder. CoRR (2023)
Paul Primus, Gerhard Widmer
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers. CoRR (2023)
Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. Neural Comput. Appl. 35 (14) (2023)
Luis Carvalho, Gerhard Widmer
Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval. CoRR (2023)
Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. CoRR (2023)
Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. IJCAI (2023)
Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. CoRR (2023)
Luis Carvalho, Gerhard Widmer
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval. CoRR (2023)
Francesco Foscarin, Daniel Harasim, Gerhard Widmer
Predicting Music Hierarchies With a Graph-Based Neural Decoder. ISMIR (2023)
Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino Chacón
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. CoRR (2023)
Paul Primus, Gerhard Widmer
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers. EUSIPCO (2023)
Luís Carvalho, Gerhard Widmer
Passage Summarization With Recurrent Models for Audio - Sheet Music Retrieval. ISMIR (2023)
Paul Primus, Khaled Koutini, Gerhard Widmer
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets. CoRR (2023)
Emmanouil Karystinaios, Gerhard Widmer
Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features. CoRR (2023)
Patricia Hu, Gerhard Widmer
The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations. CoRR (2023)
Patricia Hu, Gerhard Widmer
The Batik-Plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations. ISMIR (2023)
Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. EUSIPCO (2023)
Luis Carvalho, Tobias Washüttl, Gerhard Widmer
Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems. MMSys (2023)
Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer
The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. CoRR (2023)
Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. CoRR (2022)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. ISMIR (2022)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. CoRR (2022)
Paul Primus, Gerhard Widmer
Improving Natural-Language-Based Audio Retrieval with Transfer Learning and Audio & Text Augmentations. DCASE (2022)
Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers. CoRR (2022)
Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music. Trans. Int. Soc. Music. Inf. Retr. 5 (1) (2022)
Florian Schmid, Shahed Masoudian, Khaled Koutini, Gerhard Widmer
Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. DCASE (2022)
Paul Primus, Gerhard Widmer
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers. CoRR (2022)
Emmanouil Karystinaios, Gerhard Widmer
Cadence Detection in Symbolic Classical Music using Graph Neural Networks.. ISMIR (2022)
Katharina Hoedt, Arthur Flexer, Gerhard Widmer
Defending a Music Recommender Against Hubness-Based Adversarial Attacks. CoRR (2022)
Emmanouil Karystinaios, Gerhard Widmer
Cadence Detection in Symbolic Classical Music using Graph Neural Networks. CoRR (2022)
Francesco Foscarin, Emmanouil Karystinaios, Silvan David Peter, Carlos Cancino Chacón, Maarten Grachten, Gerhard Widmer
The match file format: Encoding Alignments between Scores and Performances. CoRR (2022)
Paul Primus, Gerhard Widmer
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations. CoRR (2022)
Paul Primus, Gerhard Widmer
Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers. EUSIPCO (2022)
Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. CoRR (2022)
Carlos Cancino Chacón, Silvan David Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer
Partitura: A Python Package for Symbolic Music Processing. CoRR (2022)
Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
Efficient Training of Audio Transformers with Patchout. INTERSPEECH (2022)
Florian Schmid, Khaled Koutini, Gerhard Widmer
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation. CoRR (2022)
Charles Brazier, Gerhard Widmer
Handling Structural Mismatches in Real-time Opera Tracking. EUSIPCO (2021)
Florian Henkel, Stephanie Schwaiger, Gerhard Widmer
Fully Automatic Page Turning on Real Scores. CoRR (2021)
Shreyan Chowdhury, Gerhard Widmer
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features. ISMIR (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Shreyan Chowdhury, Verena Praher, Gerhard Widmer
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities. CoRR (2021)
Florian Henkel, Gerhard Widmer
Multi-modal Conditional Bounding Box Regression for Music Score Following. CoRR (2021)
Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. HEAR@NeurIPS (2021)
Alessandro B. Melchiorre, Verena Haunschmid, Markus Schedl, Gerhard Widmer
LEMONS: Listenable Explanations for Music recOmmeNder Systems. ECIR (2) (2021)
Charles Brazier, Gerhard Widmer
On-Line Audio-to-Lyrics Alignment Based on a Reference Performance. ISMIR (2021)
Shreyan Chowdhury, Gerhard Widmer
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features Via Acoustic Domain Adaptation. ICASSP (2021)
Florian Henkel, Gerhard Widmer
Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction. Frontiers Comput. Sci. 3 (2021)
Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. EUSIPCO (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks. CoRR (2021)
Rainer Kelz, Gerhard Widmer
Nonlinear Denoising, Linear Demixing. ICBINB@NeurIPS (2021)
Charles Brazier, Gerhard Widmer
Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking. CoRR (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer
Over-Parameterization and Generalization in Audio Classification. CoRR (2021)
Gerhard Widmer
Con Espressione! AI, Machine Learning, and Musical Expressivity. ICAART (1) (2021)
Luis Carvalho, Gerhard Widmer
Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification. CoRR (2021)
Shreyan Chowdhury, Gerhard Widmer
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation. CoRR (2021)
Shreyan Chowdhury, Gerhard Widmer
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features. CoRR (2021)
Florian Henkel, Gerhard Widmer
Multi-modal Conditional Bounding Box Regression for Music Score Following. EUSIPCO (2021)
Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. CoRR (2021)
Katharina Prinz, Arthur Flexer, Gerhard Widmer
On End-to-End White-Box Adversarial Attacks in Music Information Retrieval. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. ISMIR (2021)
Luis Carvalho, Gerhard Widmer
Exploiting Temporal Dependencies for Cross-modal Music Piece Identification. EUSIPCO (2021)
Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
Efficient Training of Audio Transformers with Patchout. CoRR (2021)
Charles Brazier, Gerhard Widmer
Handling Structural Mismatches in Real-time Opera Tracking. CoRR (2021)
Carlos Eduardo Cancino Chacón, Silvan Peter, Shreyan Chowdhury, Anna Aljanaki, Gerhard Widmer
On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game. CoRR (2020)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. CoRR (2020)
Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard Alois Moser, Gerhard Widmer
On Data Augmentation and Adversarial Risk: An Empirical Analysis. CoRR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. CoRR (2020)
Khaled Koutini, Hamid Eghbal-Zadeh, Verena Haunschmid, Paul Primus, Shreyan Chowdhury, Gerhard Widmer
Receptive-Field Regularized CNNs for Music Classification and Tagging. CoRR (2020)
Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. DCASE (2020)
Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. CoRR (2020)
Katharina Prinz, Arthur Flexer, Gerhard Widmer
The Impact of Label Noise on a Music Tagger. CoRR (2020)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. ISMIR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-Zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. DCASE (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gerhard Widmer