Gerhard Widmer

447 papers A* 20A 15B 5C 5Misc 11Journal 206Unranked 181

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation. CoRR Deepak Kumar, Emmanouil Karystinaios, Gerhard Widmer, Markus Schedl
2026	J	`jnl`	Multi-Stage Music Source Restoration with BandSplit-RoFormer Separation and HiFi++ GAN. CoRR Tobias Morocutti, Emmanouil Karystinaios, Jonathan Greif, Gerhard Widmer
2026	J	`jnl`	Sound Event Detection with Boundary-Aware Optimization and Inference. CoRR Florian Schmid, Chi Ian Tang, Sanjeel Parekh, Vamsi Krishna Ithapu, Juan Azcarreta Ortiz, Giacomo Ferroni, Yijun Qian, Arnoldas Jasonas, Cosmin Frateanu, Camilla Clark, Gerhard Widmer, Çagdas Bilen
2026	J	`jnl`	Sound and music biases in deep music transcription models: a systematic analysis. EURASIP J. Audio Speech Music. Process. Lukás Samuel Marták, Patricia Hu, Gerhard Widmer
2025	J	`jnl`	A Study on the Data Distribution Gap in Music Emotion Recognition. CoRR Joann Ching, Gerhard Widmer
2025	J	`jnl`	AnalysisGNN: Unified Music Analysis with Graph Neural Networks. CoRR Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth, Gerhard Widmer
2025	J	`jnl`	Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition. CoRR Katharina Hoedt, Arthur Flexer, Gerhard Widmer
2025	J	`jnl`	Creating a Good Teacher for Knowledge Distillation in Acoustic Scene Classification. CoRR Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2025	Misc	`conf`	Effective Pre-Training of Audio Transformers for Sound Event Detection. ICASSP Florian Schmid, Tobias Morocutti, Francesco Foscarin, Jan Schlüter, Paul Primus, Gerhard Widmer
2025	J	`jnl`	EngravingGNN: A Hybrid Graph Neural Network for End-to-End Piano Score Engraving. CoRR Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2025	—	`conf`	Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces. ISMIR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2025	J	`jnl`	Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces. CoRR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2025	Misc	`conf`	Estimating Musical Surprisal in Audio. ICASSP Mathias Rose Bjare, Giorgia Cantisani, Stefan Lattner, Gerhard Widmer
2025	J	`jnl`	Estimating Musical Surprisal in Audio. CoRR Mathias Rose Bjare, Giorgia Cantisani, Stefan Lattner, Gerhard Widmer
2025	—	`conf`	Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models. EUSIPCO Tobias Morocutti, Florian Schmid, Jonathan Greif, Francesco Foscarin, Gerhard Widmer
2025	J	`jnl`	Exploring Performance-Complexity Trade-Offs in Sound Event Detection. CoRR Tobias Morocutti, Florian Schmid, Jonathan Greif, Francesco Foscarin, Gerhard Widmer
2025	J	`jnl`	Exploring System Adaptations For Minimum Latency Real-Time Piano Transcription. CoRR Patricia Hu, Silvan David Peter, Jan Schlüter, Gerhard Widmer
2025	—	`conf`	Exploring System Adaptations for Minimum Latency Real-Time Piano Transcription. ISMIR Patricia Hu, Silvan Peter, Jan Schlüter, Gerhard Widmer
2025	J	`jnl`	How to Infer Repeat Structures in MIDI Performances. CoRR Silvan Peter, Patricia Hu, Gerhard Widmer
2025	J	`jnl`	Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Gerhard Widmer
2025	J	`jnl`	MUSE-Explainer: Counterfactual Explanations for Symbolic Music Graph Classification Models. CoRR Baptiste Hilaire, Emmanouil Karystinaios, Gerhard Widmer
2025	J	`jnl`	Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation. CoRR Alexander Fichtinger, Jan Schlüter, Gerhard Widmer
2025	J	`jnl`	On Temporal Guidance and Iterative Refinement in Audio Source Separation. CoRR Tobias Morocutti, Jonathan Greif, Paul Primus, Florian Schmid, Gerhard Widmer
2025	—	`conf`	Optical Music Recognition of Jazz Lead Sheets. ISMIR Juan Carlos Martinez-Sevilla, Francesco Foscarin, Patricia García-Iasci, David Rizo, Jorge Calvo-Zaragoza, Gerhard Widmer
2025	J	`jnl`	Optical Music Recognition of Jazz Lead Sheets. CoRR Juan Carlos Martinez-Sevilla, Francesco Foscarin, Patricia García-Iasci, David Rizo, Jorge Calvo-Zaragoza, Gerhard Widmer
2025	J	`jnl`	Pairing Real-Time Piano Transcription with Symbol-level Tracking for Precise and Robust Score Following. CoRR Silvan Peter, Patricia Hu, Gerhard Widmer
2025	J	`jnl`	Perceptually Aligning Representations of Music via Noise-Augmented Autoencoders. CoRR Mathias Rose Bjare, Giorgia Cantisani, Marco Pasini, Stefan Lattner, Gerhard Widmer
2025	J	`jnl`	Sound and Music Biases in Deep Music Transcription Models: A Systematic Analysis. CoRR Lukás Samuel Marták, Patricia Hu, Gerhard Widmer
2025	—	`conf`	TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining. WASPAA Paul Primus, Florian Schmid, Gerhard Widmer
2025	J	`jnl`	TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining. CoRR Paul Primus, Florian Schmid, Gerhard Widmer
2024	J	`jnl`	Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance. CoRR Silvan David Peter, Shreyan Chowdhury, Carlos Eduardo Cancino-Chacón, Gerhard Widmer
2024	—	`conf`	Beat This! Accurate Beat Tracking Without DBN Postprocessing. ISMIR Francesco Foscarin, Jan Schlüter, Gerhard Widmer
2024	J	`jnl`	Beat this! Accurate beat tracking without DBN postprocessing. CoRR Francesco Foscarin, Jan Schlüter, Gerhard Widmer
2024	—	`conf`	Cluster and Separate: A GNN Approach to Voice and Staff Prediction for Score Engraving. ISMIR Francesco Foscarin, Emmanouil Karystinaios, Eita Nakamura, Gerhard Widmer
2024	J	`jnl`	Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving. CoRR Francesco Foscarin, Emmanouil Karystinaios, Eita Nakamura, Gerhard Widmer
2024	—	`conf`	Controlling Surprisal in Music Generation via Information Content Curve Matching. ISMIR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2024	J	`jnl`	Controlling Surprisal in Music Generation via Information Content Curve Matching. CoRR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2024	J	`jnl`	Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge. CoRR Florian Schmid, Paul Primus, Toni Heittola, Annamaria Mesaros, Irene Martín-Morató, Khaled Koutini, Gerhard Widmer
2024	J	`jnl`	Dynamic Convolutional Neural Networks as Efficient Pre-Trained Audio Models. IEEE ACM Trans. Audio Speech Lang. Process. Florian Schmid, Khaled Koutini, Gerhard Widmer
2024	J	`jnl`	Effective Pre-Training of Audio Transformers for Sound Event Detection. CoRR Florian Schmid, Tobias Morocutti, Francesco Foscarin, Jan Schlüter, Paul Primus, Gerhard Widmer
2024	J	`jnl`	Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval. CoRR Paul Primus, Florian Schmid, Gerhard Widmer
2024	J	`jnl`	Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings. CoRR Shreyan Chowdhury, Gerhard Widmer
2024	—	`conf`	Fusing Audio and Metadata Embeddings Improves Language-Based Audio Retrieval. EUSIPCO Paul Primus, Gerhard Widmer
2024	J	`jnl`	Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval. CoRR Paul Primus, Gerhard Widmer
2024	—	`conf`	GraphMuse: A Library for Symbolic Music Graph Processing. ISMIR Emmanouil Karystinaios, Gerhard Widmer
2024	J	`jnl`	GraphMuse: A Library for Symbolic Music Graph Processing. CoRR Emmanouil Karystinaios, Gerhard Widmer
2024	J	`jnl`	Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training. CoRR Florian Schmid, Paul Primus, Tobias Morocutti, Jonathan Greif, Gerhard Widmer
2024	J	`jnl`	Language Models for Music Medicine Generation. CoRR Emmanouil Nikolakakis, Joann Ching, Emmanouil Karystinaios, Gabrielle Sipin, Gerhard Widmer, Razvan Marinescu
2024	A*	`conf`	Perception-Inspired Graph Convolution for Music Understanding Tasks. IJCAI Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2024	J	`jnl`	Perception-Inspired Graph Convolution for Music Understanding Tasks. CoRR Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2024	J	`jnl`	Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems. CoRR Lukás Samuel Marták, Patricia Hu, Gerhard Widmer
2024	J	`jnl`	Rethinking data augmentation for adversarial robustness. Inf. Sci. Hamid Eghbal-zadeh, Werner Zellinger, Maura Pintor, Kathrin Grosse, Khaled Koutini, Bernhard Alois Moser, Battista Biggio, Gerhard Widmer
2024	J	`jnl`	SMUG-Explain: A Framework for Symbolic Music Graph Explanations. CoRR Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2024	J	`jnl`	Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. CoRR Silvan David Peter, Carlos Eduardo Cancino-Chacón, Emmanouil Karystinaios, Gerhard Widmer
2024	—	`conf`	TheGlueNote: Learned Representations for Robust and Flexible Note Alignment. ISMIR Silvan Peter, Gerhard Widmer
2024	J	`jnl`	TheGlueNote: Learned Representations for Robust and Flexible Note Alignment. CoRR Silvan David Peter, Gerhard Widmer
2024	—	`conf`	Towards Musically Informed Evaluation of Piano Transcription Models. ISMIR Patricia Hu, Lukás Samuel Marták, Carlos Eduardo Cancino-Chacón, Gerhard Widmer
2024	J	`jnl`	Towards Musically Informed Evaluation of Piano Transcription Models. CoRR Patricia Hu, Lukás Samuel Marták, Carlos Cancino Chacón, Gerhard Widmer
2023	—	`conf`	8 + 8 = 4: Formalizing Time Units to Handle Symbolic Music Durations. CMMR Emmanouil Karystinaios, Francesco Foscarin, Florent Jacquemard, Masahiko Sakai, Satoshi Tojo, Gerhard Widmer
2023	J	`jnl`	8+8=4: Formalizing Time Units to Handle Symbolic Music Durations. CoRR Emmanouil Karystinaios, Francesco Foscarin, Florent Jacquemard, Masahiko Sakai, Satoshi Tojo, Gerhard Widmer
2023	J	`jnl`	Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets. CoRR Paul Primus, Khaled Koutini, Gerhard Widmer
2023	—	`conf`	Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance. FIRE Silvan David Peter, Shreyan Chowdhury, Carlos Eduardo Cancino-Chacón, Gerhard Widmer
2023	J	`jnl`	Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. Trans. Int. Soc. Music. Inf. Retr. Silvan David Peter, Carlos Eduardo Cancino-Chacón, Francesco Foscarin, Andrew McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer
2023	J	`jnl`	Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. Neural Comput. Appl. Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
2023	J	`jnl`	Decoding and Visualising Intended Emotion in an Expressive Piano Performance. CoRR Shreyan Chowdhury, Gerhard Widmer
2023	—	`conf`	Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. EUSIPCO Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	J	`jnl`	Device-Robust Acoustic Scene Classification via Impulse Response Augmentation. CoRR Tobias Morocutti, Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	A*	`conf`	Discrete Diffusion Probabilistic Models for Symbolic Music Generation. IJCAI Matthias Plasser, Silvan Peter, Gerhard Widmer
2023	J	`jnl`	Discrete Diffusion Probabilistic Models for Symbolic Music Generation. CoRR Matthias Plasser, Silvan Peter, Gerhard Widmer
2023	—	`conf`	Domain Information Control at Inference Time for Acoustic Scene Classification. EUSIPCO Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
2023	J	`jnl`	Domain Information Control at Inference Time for Acoustic Scene Classification. CoRR Shahed Masoudian, Khaled Koutini, Markus Schedl, Gerhard Widmer, Navid Rekabsaz
2023	J	`jnl`	Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	Misc	`conf`	Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation. ICASSP Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	—	`conf`	Exploring Sampling Techniques for Generating Melodies With a Transformer Language Model. ISMIR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2023	J	`jnl`	Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model. CoRR Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2023	—	`conf`	Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings. FIRE Shreyan Chowdhury, Gerhard Widmer
2023	—	`conf`	Low-Complexity Audio Embedding Extractors. EUSIPCO Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	J	`jnl`	Low-Complexity Audio Embedding Extractors. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2023	—	`conf`	Music Visualisation and Its Short-Term Effect on Appraisal Skills. HCI (50) Ali Nikrang, Maarten Grachten, Martin Gasser, Harald Frostel, Gerhard Widmer, Tom Collins
2023	A*	`conf`	Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. IJCAI Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2023	J	`jnl`	Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. CoRR Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer
2023	—	`conf`	On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers. EUSIPCO Paul Primus, Gerhard Widmer
2023	J	`jnl`	On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers. CoRR Paul Primus, Gerhard Widmer
2023	—	`conf`	Passage Summarization With Recurrent Models for Audio - Sheet Music Retrieval. ISMIR Luís Carvalho, Gerhard Widmer
2023	J	`jnl`	Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval. CoRR Luís Carvalho, Gerhard Widmer
2023	—	`conf`	Predicting Music Hierarchies With a Graph-Based Neural Decoder. ISMIR Francesco Foscarin, Daniel Harasim, Gerhard Widmer
2023	J	`jnl`	Predicting Music Hierarchies with a Graph-Based Neural Decoder. CoRR Francesco Foscarin, Daniel Harasim, Gerhard Widmer
2023	—	`conf`	Roman Numeral Analysis With Graph Neural Networks: Onset-Wise Predictions From Note-Wise Features. ISMIR Emmanouil Karystinaios, Gerhard Widmer
2023	J	`jnl`	Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features. CoRR Emmanouil Karystinaios, Gerhard Widmer
2023	A	`conf`	Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems. MMSys Luís Carvalho, Tobias Washüttl, Gerhard Widmer
2023	J	`jnl`	Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems. CoRR Luís Carvalho, Tobias Washüttl, Gerhard Widmer
2023	—	`conf`	Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. DLfM Silvan David Peter, Carlos Eduardo Cancino-Chacón, Emmanouil Karystinaios, Gerhard Widmer
2023	—	`conf`	Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. ISMIR Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino-Chacón
2023	J	`jnl`	Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. CoRR Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Eduardo Cancino-Chacón
2023	A*	`conf`	The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. IJCAI Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Gerhard Widmer
2023	J	`jnl`	The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. CoRR Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer
2023	—	`conf`	The Batik-Plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations. ISMIR Patricia Hu, Gerhard Widmer
2023	J	`jnl`	The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations. CoRR Patricia Hu, Gerhard Widmer
2023	—	`conf`	Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval. MIPR Luís Carvalho, Gerhard Widmer
2023	J	`jnl`	Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval. CoRR Luís Carvalho, Gerhard Widmer
2022	J	`jnl`	Cadence Detection in Symbolic Classical Music using Graph Neural Networks. CoRR Emmanouil Karystinaios, Gerhard Widmer
2022	—	`conf`	Cadence Detection in Symbolic Classical Music using Graph Neural Networks.. ISMIR Emmanouil Karystinaios, Gerhard Widmer
2022	—	`conf`	Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. ISMIR Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
2022	J	`jnl`	Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. CoRR Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
2022	J	`jnl`	Defending a Music Recommender Against Hubness-Based Adversarial Attacks. CoRR Katharina Hoedt, Arthur Flexer, Gerhard Widmer
2022	J	`jnl`	Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. CoRR Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
2022	J	`jnl`	Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music. Trans. Int. Soc. Music. Inf. Retr. Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer
2022	J	`jnl`	Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation. CoRR Florian Schmid, Khaled Koutini, Gerhard Widmer
2022	A	`conf`	Efficient Training of Audio Transformers with Patchout. INTERSPEECH Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
2022	—	`conf`	Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers. EUSIPCO Paul Primus, Gerhard Widmer
2022	J	`jnl`	Improved Zero-Shot Audio Tagging & Classification with Patchout Spectrogram Transformers. CoRR Paul Primus, Gerhard Widmer
2022	—	`conf`	Improving Natural-Language-Based Audio Retrieval with Transfer Learning and Audio & Text Augmentations. DCASE Paul Primus, Gerhard Widmer
2022	J	`jnl`	Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations. CoRR Paul Primus, Gerhard Widmer
2022	—	`conf`	Knowledge Distillation from Transformers for Low-Complexity Acoustic Scene Classification. DCASE Florian Schmid, Shahed Masoudian, Khaled Koutini, Gerhard Widmer
2022	J	`jnl`	Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers. CoRR Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2022	J	`jnl`	Partitura: A Python Package for Symbolic Music Processing. CoRR Carlos Cancino Chacón, Silvan David Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer
2022	J	`jnl`	Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. CoRR Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
2022	J	`jnl`	The match file format: Encoding Alignments between Scores and Performances. CoRR Francesco Foscarin, Emmanouil Karystinaios, Silvan David Peter, Carlos Cancino Chacón, Maarten Grachten, Gerhard Widmer
2021	—	`conf`	Con Espressione! AI, Machine Learning, and Musical Expressivity. ICAART (1) Gerhard Widmer
2021	J	`jnl`	Efficient Training of Audio Transformers with Patchout. CoRR Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
2021	J	`jnl`	Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification. CoRR Luís Carvalho, Gerhard Widmer
2021	—	`conf`	Exploiting Temporal Dependencies for Cross-modal Music Piece Identification. EUSIPCO Luís Carvalho, Gerhard Widmer
2021	J	`jnl`	Fully Automatic Page Turning on Real Scores. CoRR Florian Henkel, Stephanie Schwaiger, Gerhard Widmer
2021	—	`conf`	Handling Structural Mismatches in Real-time Opera Tracking. EUSIPCO Charles Brazier, Gerhard Widmer
2021	J	`jnl`	Handling Structural Mismatches in Real-time Opera Tracking. CoRR Charles Brazier, Gerhard Widmer
2021	J	`jnl`	Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking. CoRR Charles Brazier, Gerhard Widmer
2021	—	`conf`	LEMONS: Listenable Explanations for Music recOmmeNder Systems. ECIR (2) Alessandro B. Melchiorre, Verena Haunschmid, Markus Schedl, Gerhard Widmer
2021	—	`conf`	Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. HEAR@NeurIPS Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2021	—	`conf`	Multi-modal Conditional Bounding Box Regression for Music Score Following. EUSIPCO Florian Henkel, Gerhard Widmer
2021	J	`jnl`	Multi-modal Conditional Bounding Box Regression for Music Score Following. CoRR Florian Henkel, Gerhard Widmer
2021	—	`conf`	Nonlinear Denoising, Linear Demixing. ICBINB@NeurIPS Rainer Kelz, Gerhard Widmer
2021	J	`jnl`	On End-to-End White-Box Adversarial Attacks in Music Information Retrieval. Trans. Int. Soc. Music. Inf. Retr. Katharina Prinz, Arthur Flexer, Gerhard Widmer
2021	—	`conf`	On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features. ISMIR Shreyan Chowdhury, Gerhard Widmer
2021	J	`jnl`	On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features. CoRR Shreyan Chowdhury, Gerhard Widmer
2021	—	`conf`	On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. ISMIR Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
2021	J	`jnl`	On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. CoRR Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
2021	—	`conf`	On-Line Audio-to-Lyrics Alignment Based on a Reference Performance. ISMIR Charles Brazier, Gerhard Widmer
2021	J	`jnl`	Over-Parameterization and Generalization in Audio Classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer
2021	—	`conf`	Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. EUSIPCO Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
2021	J	`jnl`	Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction. Frontiers Comput. Sci. Florian Henkel, Gerhard Widmer
2021	J	`jnl`	Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2021	J	`jnl`	Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2021	Misc	`conf`	Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features Via Acoustic Domain Adaptation. ICASSP Shreyan Chowdhury, Gerhard Widmer
2021	J	`jnl`	Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation. CoRR Shreyan Chowdhury, Gerhard Widmer
2021	J	`jnl`	Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities. CoRR Shreyan Chowdhury, Verena Praher, Gerhard Widmer
2020	J	`jnl`	Addressing the Recitative Problem in Real-time Opera Tracking. CoRR Charles Brazier, Gerhard Widmer
2020	—	`conf`	Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. DCASE Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
2020	J	`jnl`	Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. CoRR Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
2020	J	`jnl`	Beneath (or beyond) the surface: Discovering voice-leading patterns with skip-grams. CoRR David R. W. Sears, Gerhard Widmer
2020	—	`conf`	Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables. Preregister@NeurIPS Hamid Eghbal-zadeh, Florian Henkel, Gerhard Widmer
2020	—	`conf`	Learning to Read and Follow Music in Complete Score Sheet Images. ISMIR Florian Henkel, Rainer Kelz, Gerhard Widmer
2020	J	`jnl`	Learning to Read and Follow Music in Complete Score Sheet Images. CoRR Florian Henkel, Rainer Kelz, Gerhard Widmer
2020	—	`conf`	Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. DCASE Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
2020	J	`jnl`	Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. CoRR Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
2020	J	`jnl`	On Data Augmentation and Adversarial Risk: An Empirical Analysis. CoRR Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard Alois Moser, Gerhard Widmer
2020	—	`conf`	On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game. ISMIR Carlos Eduardo Cancino-Chacón, Silvan Peter, Shreyan Chowdhury, Anna Aljanaki, Gerhard Widmer
2020	J	`jnl`	On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game. CoRR Carlos Eduardo Cancino-Chacón, Silvan Peter, Shreyan Chowdhury, Anna Aljanaki, Gerhard Widmer
2020	J	`jnl`	Receptive-Field Regularized CNNs for Music Classification and Tagging. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Verena Haunschmid, Paul Primus, Shreyan Chowdhury, Gerhard Widmer
2020	J	`jnl`	The Impact of Label Noise on a Music Tagger. CoRR Katharina Prinz, Arthur Flexer, Gerhard Widmer
2020	J	`jnl`	Towards Musically Meaningful Explanations Using Source Separation. CoRR Verena Haunschmid, Ethan Manilow, Gerhard Widmer
2020	J	`jnl`	Towards Reliable Real-time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness. CoRR Charles Brazier, Gerhard Widmer
2020	J	`jnl`	audioLIME: Listenable Explanations Using Source Separation. CoRR Verena Haunschmid, Ethan Manilow, Gerhard Widmer
2019	—	`conf`	A Convolutional Approach to Melody Line Identification in Symbolic Scores. ISMIR Federico Simonetta, Carlos Eduardo Cancino-Chacón, Stavros Ntalampiras, Gerhard Widmer
2019	J	`jnl`	A Convolutional Approach to Melody Line Identification in Symbolic Scores. CoRR Federico Simonetta, Carlos Eduardo Cancino-Chacón, Stavros Ntalampiras, Gerhard Widmer
2019	—	`conf`	A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music. ISMIR Thassilo Gadermaier, Gerhard Widmer
2019	J	`jnl`	A Study of Annotation and Alignment Accuracy for Performance Comparison in Complex Orchestral Music. CoRR Thassilo Gadermaier, Gerhard Widmer
2019	J	`jnl`	Audio-Conditioned U-Net for Position Estimation in Full Sheet Images. CoRR Florian Henkel, Rainer Kelz, Gerhard Widmer
2019	J	`jnl`	Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. CoRR Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. IEEE Signal Process. Mag. Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	Misc	`conf`	Deep Polyphonic ADSR Piano Note Transcription. ICASSP Rainer Kelz, Sebastian Böck, Gerhard Widmer
2019	J	`jnl`	Deep Polyphonic ADSR Piano Note Transcription. CoRR Rainer Kelz, Sebastian Böck, Gerhard Widmer
2019	J	`jnl`	DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data. J. Comput. Biol. Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2019	—	`conf`	Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. MediaEval Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
2019	J	`jnl`	Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. CoRR Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
2019	—	`conf`	Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. DCASE Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. CoRR Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Feature-combination hybrid recommender systems for automated music playlist continuation. User Model. User Adapt. Interact. Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, Gerhard Widmer
2019	—	`conf`	Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. ISMIR Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. CoRR Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer
2019	A*	`conf`	Mixture Density Generative Adversarial Networks. CVPR Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer
2019	J	`jnl`	Multitask Learning for Polyphonic Piano Transcription, a Case Study. CoRR Rainer Kelz, Sebastian Böck, Gerhard Widmer
2019	J	`jnl`	Order, context and popularity bias in next-song recommendations. Int. J. Multim. Inf. Retr. Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer
2019	—	`conf`	Receptive-Field-Regularized CNN Variants for Acoustic Scene Classification. DCASE Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2019	J	`jnl`	Receptive-field-regularized CNN variants for acoustic scene classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2019	J	`jnl`	Score Following as a Multi-Modal Reinforcement Learning Problem. Trans. Int. Soc. Music. Inf. Retr. Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer
2019	—	`conf`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. EUSIPCO Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2019	—	`conf`	Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. ISMIR Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
2019	J	`jnl`	Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. CoRR Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
2019	—	`conf`	Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. ISMIR Rainer Kelz, Gerhard Widmer
2019	J	`jnl`	Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. CoRR Rainer Kelz, Gerhard Widmer
2019	J	`jnl`	Two-level Explanations in Music Emotion Recognition. CoRR Verena Haunschmid, Shreyan Chowdhury, Gerhard Widmer
2019	J	`jnl`	User Curated Shaping of Expressive Performances. CoRR Zhengshan Shi, Carlos Cancino Chacón, Gerhard Widmer
2018	J	`jnl`	A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership. CoRR Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2018	Misc	`conf`	A Large-Scale Study of Language Models for Chord Prediction. ICASSP Filip Korzeniowski, David R. W. Sears, Gerhard Widmer
2018	J	`jnl`	A Large-Scale Study of Language Models for Chord Prediction. CoRR Filip Korzeniowski, David R. W. Sears, Gerhard Widmer
2018	J	`jnl`	A Predictive Model for Music Based on Learned Interval Representations. CoRR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2018	—	`conf`	A Predictive Model for Music based on Learned Interval Representations. ISMIR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2018	J	`jnl`	A Review of Automatic Drum Transcription. IEEE ACM Trans. Audio Speech Lang. Process. Chih-Wei Wu, Christian Dittmar, Carl Southall, Richard Vogl, Gerhard Widmer, Jason Hockman, Meinard Müller, Alexander Lerch
2018	Misc	`conf`	A hybrid approach to music playlist continuation based on playlist-song membership. SAC Andreu Vall, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2018	J	`jnl`	Attention as a Perspective for Learning Tempo-invariant Audio Queries. CoRR Matthias Dorfer, Jan Hajic Jr., Gerhard Widmer
2018	—	`conf`	Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. EUSIPCO Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. CoRR Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Computational Models of Expressive Music Performance: A Comprehensive and Critical Review. Frontiers Digit. Humanit. Carlos Eduardo Cancino-Chacón, Maarten Grachten, Werner Goebl, Gerhard Widmer
2018	J	`jnl`	Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. CoRR Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2018	J	`jnl`	End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss. Int. J. Multim. Inf. Retr. Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
2018	—	`conf`	Evaluating Language Models of Tonal Harmony. ISMIR David R. W. Sears, Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Evaluating language models of tonal harmony. CoRR David R. W. Sears, Filip Korzeniowski, Gerhard Widmer
2018	—	`conf`	Genre-Agnostic Key Classification With Convolutional Neural Networks. ISMIR Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Genre-Agnostic Key Classification With Convolutional Neural Networks. CoRR Filip Korzeniowski, Gerhard Widmer
2018	—	`conf`	Improved Chord Recognition by Combining Duration and Harmonic Language Models. ISMIR Filip Korzeniowski, Gerhard Widmer
2018	J	`jnl`	Improved Chord Recognition by Combining Duration and Harmonic Language Models. CoRR Filip Korzeniowski, Gerhard Widmer
2018	Misc	`conf`	Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling. ICASSP Rainer Kelz, Gerhard Widmer
2018	J	`jnl`	Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling. CoRR Rainer Kelz, Gerhard Widmer
2018	—	`conf`	Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection. DCASE Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2018	J	`jnl`	Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification. Trans. Int. Soc. Music. Inf. Retr. Matthias Dorfer, Jan Hajic Jr., Andreas Arzt, Harald Frostel, Gerhard Widmer
2018	—	`conf`	Learning Interval Representations from Polyphonic Music Sequences. ISMIR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2018	J	`jnl`	Learning Transposition-Invariant Interval Features from Symbolic Music and Audio. CoRR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2018	—	`conf`	Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. ISMIR Matthias Dorfer, Florian Henkel, Gerhard Widmer
2018	J	`jnl`	Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. CoRR Matthias Dorfer, Florian Henkel, Gerhard Widmer
2018	J	`jnl`	Learning to Transcribe by Ear. CoRR Rainer Kelz, Gerhard Widmer
2018	—	`conf`	Machine Learning Approaches to Hybrid Music Recommender Systems. ECML/PKDD (3) Andreu Vall, Gerhard Widmer
2018	J	`jnl`	Machine Learning Approaches to Hybrid Music Recommender Systems. CoRR Andreu Vall, Gerhard Widmer
2018	J	`jnl`	Mixture Density Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer
2018	J	`jnl`	Modeling Majorness as a Perceptual Property in Music from Listener Ratings. CoRR Anna Aljanaki, Gerhard Widmer
2018	J	`jnl`	Online, Loudness-Invariant Vocal Detection in Mixed Music Signals. IEEE ACM Trans. Audio Speech Lang. Process. Bernhard Lehner, Jan Schlüter, Gerhard Widmer
2018	J	`jnl`	Psychological constraints on string-based methods for pattern discovery in polyphonic corpora. CoRR David R. W. Sears, Gerhard Widmer
2018	J	`jnl`	The Importance of Song Context and Song Order in Automated Music Playlist Generation. CoRR Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer
2018	—	`conf`	Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets. ISMIR Jan Hajic Jr., Matthias Dorfer, Gerhard Widmer, Pavel Pecina
2018	J	`jnl`	Towards multi-instrument drum transcription. CoRR Richard Vogl, Gerhard Widmer, Peter Knees
2018	—	`conf`	Training general-purpose audio tagging networks with noisy labels and iterative self-verification. DCASE Matthias Dorfer, Gerhard Widmer
2017	J	`jnl`	A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification. EUSIPCO Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems. Semantic Audio Rainer Kelz, Gerhard Widmer
2017	J	`jnl`	An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems. CoRR Rainer Kelz, Gerhard Widmer
2017	J	`jnl`	An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music. Mach. Learn. Carlos Eduardo Cancino-Chacón, Thassilo Gadermaier, Gerhard Widmer, Maarten Grachten
2017	—	`conf`	Automatic Estimation of Harmonic Tension by Distributed Representation of Chords. CMMR Ali Nikrang, David R. W. Sears, Gerhard Widmer
2017	J	`jnl`	Automatic estimation of harmonic tension by distributed representation of chords. CoRR Ali Nikrang, David R. W. Sears, Gerhard Widmer
2017	J	`jnl`	Deep Within-Class Covariance Analysis for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. ISMIR Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees
2017	J	`jnl`	End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss. CoRR Matthias Dorfer, Jan Schlüter, Andreu Vall, Filip Korzeniowski, Gerhard Widmer
2017	J	`jnl`	End-to-End Musical Key Estimation Using a Convolutional Neural Network. CoRR Filip Korzeniowski, Gerhard Widmer
2017	—	`conf`	End-to-end musical key estimation using a convolutional neural network. EUSIPCO Filip Korzeniowski, Gerhard Widmer
2017	J	`jnl`	Getting Closer to the Essence of Music: The ACM Trans. Intell. Syst. Technol. Gerhard Widmer
2017	J	`jnl`	Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2017	—	`conf`	Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment. ISMIR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2017	J	`jnl`	Learning Musical Relations using Gated Autoencoders. CoRR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2017	J	`jnl`	Likelihood Estimation for Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Gerhard Widmer
2017	—	`conf`	Modeling Harmony with Skip-Grams. ISMIR David R. W. Sears, Andreas Arzt, Harald Frostel, Reinhard Sonnleitner, Gerhard Widmer
2017	J	`jnl`	Modeling Harmony with Skip-Grams. CoRR David R. W. Sears, Andreas Arzt, Harald Frostel, Reinhard Sonnleitner, Gerhard Widmer
2017	—	`conf`	Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. DLRS@RecSys Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2017	—	`conf`	On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition. Semantic Audio Filip Korzeniowski, Gerhard Widmer
2017	J	`jnl`	On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition. CoRR Filip Korzeniowski, Gerhard Widmer
2017	—	`conf`	On the Potential of Fully Convolutional Neural Networks for Musical Symbol Detection. GREC@ICDAR Matthias Dorfer, Jan Hajic Jr., Gerhard Widmer
2017	—	`conf`	Piece Identification in Classical Piano Music Without Reference Scores. ISMIR Andreas Arzt, Gerhard Widmer
2017	J	`jnl`	Piece Identification in Classical Piano Music Without Reference Scores. CoRR Andreas Arzt, Gerhard Widmer
2017	J	`jnl`	Probabilistic Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Gerhard Widmer
2017	J	`jnl`	The ACCompanion v0.1: An Expressive Accompaniment System. CoRR Carlos Cancino Chacón, Martin Bonev, Amaury Durand, Maarten Grachten, Andreas Arzt, Laura Bishop, Werner Goebl, Gerhard Widmer
2017	—	`conf`	The Importance of Song Context in Music Playlists. RecSys Posters Andreu Vall, Massimo Quadrana, Markus Schedl, Gerhard Widmer, Paolo Cremonesi
2017	J	`jnl`	Toward Computer-Assisted Understanding of Dynamics in Symphonic Music. IEEE Multim. Maarten Grachten, Carlos Eduardo Cancino-Chacón, Thassilo Gadermaier, Gerhard Widmer
2017	J	`jnl`	What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. CoRR Carlos Eduardo Cancino-Chacón, Maarten Grachten, David R. W. Sears, Gerhard Widmer
2016	J	`jnl`	A Fully Convolutional Deep Auditory Model for Musical Chord Recognition. CoRR Filip Korzeniowski, Gerhard Widmer
2016	—	`conf`	A fully convolutional deep auditory model for musical chord recognition. MLSP Filip Korzeniowski, Gerhard Widmer
2016	A*	`conf`	Deep Linear Discriminant Analysis. ICLR (Poster) Matthias Dorfer, Rainer Kelz, Gerhard Widmer
2016	—	`conf`	Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks. ISMIR Florian Krebs, Sebastian Böck, Matthias Dorfer, Gerhard Widmer
2016	—	`conf`	Feature Learning for Chord Recognition: The Deep Chroma Extractor. ISMIR Filip Korzeniowski, Gerhard Widmer
2016	J	`jnl`	Feature Learning for Chord Recognition: The Deep Chroma Extractor. CoRR Filip Korzeniowski, Gerhard Widmer
2016	J	`jnl`	Getting Closer to the Essence of Music: The Con Espressione Manifesto. CoRR Gerhard Widmer
2016	J	`jnl`	Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints. CoRR Stefan Lattner, Maarten Grachten, Gerhard Widmer
2016	—	`conf`	Joint Beat and Downbeat Tracking with Recurrent Neural Networks. ISMIR Sebastian Böck, Florian Krebs, Gerhard Widmer
2016	—	`conf`	Landmark-Based Audio Fingerprinting for DJ Mix Monitoring. ISMIR Reinhard Sonnleitner, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	Live Score Following on Sheet Music Images. CoRR Matthias Dorfer, Andreas Arzt, Sebastian Böck, Amaury Durand, Gerhard Widmer
2016	—	`conf`	Noise Robust Music Artist Recognition Using I-Vector Features. ISMIR Hamid Eghbal-zadeh, Gerhard Widmer
2016	—	`conf`	On the Potential of Simple Framewise Approaches to Piano Transcription. ISMIR Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	On the Potential of Simple Framewise Approaches to Piano Transcription. CoRR Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	Robust Quad-Based Audio Fingerprinting. IEEE ACM Trans. Audio Speech Lang. Process. Reinhard Sonnleitner, Gerhard Widmer
2016	J	`jnl`	Towards End-to-End Audio-Sheet-Music Retrieval. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2016	—	`conf`	Towards Score Following In Sheet Music Images. ISMIR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	Towards Score Following in Sheet Music Images. CoRR Matthias Dorfer, Andreas Arzt, Gerhard Widmer
2016	J	`jnl`	Towards computer-assisted understanding of dynamics in symphonic music. CoRR Maarten Grachten, Carlos Eduardo Cancino-Chacón, Thassilo Gadermaier, Gerhard Widmer
2016	—	`ch.`	Using Geometric Symbolic Fingerprinting to Discover Distinctive Patterns in Polyphonic Music Corpora. Computational Music Analysis Tom Collins, Andreas Arzt, Harald Frostel, Gerhard Widmer
2016	A*	`conf`	madmom: A New Python Audio and Music Signal Processing Library. ACM Multimedia Sebastian Böck, Filip Korzeniowski, Jan Schlüter, Florian Krebs, Gerhard Widmer
2016	J	`jnl`	madmom: a new Python Audio and Music Signal Processing Library. CoRR Sebastian Böck, Filip Korzeniowski, Jan Schlüter, Florian Krebs, Gerhard Widmer
2015	—	`conf`	A low-latency, real-time-capable singing voice detection method with LSTM recurrent neural networks. EUSIPCO Bernhard Lehner, Gerhard Widmer, Sebastian Böck
2015	—	`conf`	Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters. ISMIR Sebastian Böck, Florian Krebs, Gerhard Widmer
2015	—	`conf`	An Efficient State-Space Model for Joint Tempo and Meter Tracking. ISMIR Florian Krebs, Sebastian Böck, Gerhard Widmer
2015	A*	`conf`	Artificial Intelligence in the Concertgebouw. IJCAI Andreas Arzt, Harald Frostel, Thassilo Gadermaier, Martin Gasser, Maarten Grachten, Gerhard Widmer
2015	—	`conf`	Classical Music on the Web - User Interfaces and Data Representations. ISMIR Martin Gasser, Andreas Arzt, Thassilo Gadermaier, Maarten Grachten, Gerhard Widmer
2015	—	`conf`	Cross-Version Singing Voice Detection in Classical Opera Recordings. ISMIR Christian Dittmar, Bernhard Lehner, Thomas Prätzlich, Meinard Müller, Gerhard Widmer
2015	—	`conf`	I-Vectors for Timbre-Based Music Similarity and Music Artist Classification. ISMIR Hamid Eghbal-zadeh, Bernhard Lehner, Markus Schedl, Gerhard Widmer
2015	A	`conf`	Improving voice activity detection in movies. INTERSPEECH Bernhard Lehner, Gerhard Widmer, Reinhard Sonnleitner
2015	J	`jnl`	Inferring Metrical Structure in Music Using Particle Filters. IEEE ACM Trans. Audio Speech Lang. Process. Florian Krebs, Andre Holzapfel, Ali Taylan Cemgil, Gerhard Widmer
2015	—	`conf`	Monaural Blind Source Separation in the Context of Vocal Detection. ISMIR Bernhard Lehner, Gerhard Widmer
2015	—	`conf`	Real-Time Music Tracking Using Multiple Performances as a Reference. ISMIR Andreas Arzt, Gerhard Widmer
2015	—	`conf`	Timbral modeling for music artist recognition using i-vectors. EUSIPCO Hamid Eghbal-zadeh, Markus Schedl, Gerhard Widmer
2014	—	`conf`	A Multi-model Approach to Beat Tracking Considering Heterogeneous Music Styles. ISMIR Sebastian Böck, Florian Krebs, Gerhard Widmer
2014	—	`conf`	Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio. Semantic Audio Tom Collins, Sebastian Böck, Florian Krebs, Gerhard Widmer
2014	Misc	`conf`	On the reduction of false positives in singing voice detection. ICASSP Bernhard Lehner, Gerhard Widmer, Reinhard Sonnleitner
2014	—	`conf`	Probabilistic Extraction of Beat Positions from a Beat Activation Function. ISMIR Filip Korzeniowski, Sebastian Böck, Gerhard Widmer
2014	C	`conf`	Quad-Based Audio Fingerprinting Robust to Time and Frequency Scaling. DAFx Reinhard Sonnleitner, Gerhard Widmer
2014	—	`conf`	Tempo- and Transposition-invariant Identification of Piece and Score Position. ISMIR Andreas Arzt, Gerhard Widmer, Reinhard Sonnleitner
2014	A	`conf`	The Piano Music Companion. ECAI Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, Cynthia C. S. Liem, Gerhard Widmer
2014	—	`conf`	Unsupervised learning and refinement of rhythmic patterns for beat and downbeat tracking. EUSIPCO Florian Krebs, Filip Korzeniowski, Maarten Grachten, Gerhard Widmer
2013	—	`conf`	Automatic Alignment of Music Performances with Structural Differences. ISMIR Maarten Grachten, Martin Gasser, Andreas Arzt, Gerhard Widmer
2013	—	`ch.`	Expressive Performance Rendering with Probabilistic Models. Guide to Computing for Expressive Music Performance Sebastian Flossmann, Maarten Grachten, Gerhard Widmer
2013	—	`conf`	Local Group Delay Based Vibrato and Tremolo Suppression for Onset Detection. ISMIR Sebastian Böck, Gerhard Widmer
2013	—	`conf`	Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio. ISMIR Florian Krebs, Sebastian Böck, Gerhard Widmer
2013	—	`conf`	SIARCT-CFP: Improving Precision and the Discovery of Inexact Musical Patterns in Point-Set Representations. ISMIR Tom Collins, Andreas Arzt, Sebastian Flossmann, Gerhard Widmer
2013	—	`conf`	Towards Light-Weight, Real-Time-Capable Singing Voice Detection. ISMIR Bernhard Lehner, Reinhard Sonnleitner, Gerhard Widmer
2013	—	`conf`	Tracking rests and Tempo changes: Improved Score following with Particle filters. ICMC Filip Korzeniowski, Florian Krebs, Andreas Arzt, Gerhard Widmer
2012	J	`jnl`	A fast audio similarity retrieval method for millions of music tracks. Multim. Tools Appl. Dominik Schnitzer, Arthur Flexer, Gerhard Widmer
2012	—	`conf`	Adaptive distance normalization for real-time music tracking. EUSIPCO Andreas Arzt, Gerhard Widmer, Simon Dixon
2012	—	`conf`	Fast Identification of Piece and Score Position via Symbolic Fingerprinting. ISMIR Andreas Arzt, Sebastian Böck, Gerhard Widmer
2012	J	`jnl`	Local and global scaling reduce hubs in space. J. Mach. Learn. Res. Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer
2012	J	`jnl`	Sound/tracks: artistic real-time sonification of train journeys. J. Multimodal User Interfaces Peter Knees, Tim Pohle, Gerhard Widmer
2012	A	`conf`	Towards a Complete Classical Music Companion. ECAI Andreas Arzt, Gerhard Widmer, Sebastian Böck, Reinhard Sonnleitner, Harald Frostel
2011	J	`jnl`	A music information system automatically generated via Web content mining techniques. Inf. Process. Manag. Markus Schedl, Gerhard Widmer, Peter Knees, Tim Pohle
2011	J	`jnl`	Exploring the music similarity space on the web. ACM Trans. Inf. Syst. Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer
2011	—	`conf`	On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Level - A Comparative Study. ISMIR Bernhard Niedermayer, Sebastian Böck, Gerhard Widmer
2011	—	`conf`	Using Mutual Proximity to Improve Content-Based Audio Similarity. ISMIR Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer
2010	—	`conf`	A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems. Adaptive Multimedia Retrieval Klaus Seyerlehner, Gerhard Widmer, Peter Knees
2010	—	`conf`	A Multi-pass Algorithm for Accurate Audio-to-Score Alignment. ISMIR Bernhard Niedermayer, Gerhard Widmer
2010	—	`conf`	Evidence for Pianist-specific Rubato Style in Chopin Nocturnes. ISMIR Miguel Molina-Solana, Maarten Grachten, Gerhard Widmer
2010	J	`jnl`	Investigations of Between-Hand Synchronization in Magaloff's Chopin. Comput. Music. J. Werner Goebl, Sebastian Flossmann, Gerhard Widmer
2010	—	`conf`	Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. ISMIR Dominik Schnitzer, Arthur Flexer, Gerhard Widmer, Martin Gasser
2010	—	`conf`	Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval. ISMIR Peter Knees, Markus Schedl, Tim Pohle, Klaus Seyerlehner, Gerhard Widmer
2010	A*	`conf`	Three web-based heuristics to determine a person's or institution's country of origin. SIGIR Markus Schedl, Klaus Seyerlehner, Dominik Schnitzer, Gerhard Widmer, Cornelia Schiketanz
2010	—	`conf`	Towards Effective 'Any-Time' Music Tracking. STAIRS Andreas Arzt, Gerhard Widmer
2009	—	`conf`	A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. ISMIR Dominik Schnitzer, Arthur Flexer, Gerhard Widmer
2009	—	`conf`	Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations. ISMIR Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner, Gerhard Widmer
2009	—	`conf`	Browsing Music Recommendation Networks. ISMIR Klaus Seyerlehner, Peter Knees, Dominik Schnitzer, Gerhard Widmer
2009	C	`conf`	Dealing with Music in Intelligent Ways. ISMIS Gerhard Widmer
2009	—	`conf`	On Rhythm and General Music Similarity. ISMIR Tim Pohle, Dominik Schnitzer, Markus Schedl, Peter Knees, Gerhard Widmer
2009	A	`conf`	On the limitations of browsing top-N recommender systems. RecSys Klaus Seyerlehner, Arthur Flexer, Gerhard Widmer
2009	—	`conf`	The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips. ISMIR Maarten Grachten, Markus Schedl, Tim Pohle, Gerhard Widmer
2009	—	`conf`	Who Is Who in the End? Recognizing Pianists by Their Final Ritardandi. ISMIR Maarten Grachten, Gerhard Widmer
2009	J	`jnl`	YQX Plays Chopin. AI Mag. Gerhard Widmer, Sebastian Flossmann, Maarten Grachten
2008	—	`conf`	An Approach to Automatically Tracking Music Preference on Mobile Players. Adaptive Multimedia Retrieval Tim Pohle, Klaus Seyerlehner, Gerhard Widmer
2008	A	`conf`	Automatic Page Turning for Musicians via Real-Time Machine Listening. ECAI Andreas Arzt, Gerhard Widmer, Simon Dixon
2008	—	`conf`	Automatic Reduction of MIDI Files Preserving Relevant Musical Content. Adaptive Multimedia Retrieval Søren Tjagvad Madsen, Rainer Typke, Gerhard Widmer
2008	—	`conf`	Collaborative and Cooperative Environments. ICCS (3) Christoph Anthes, Vassil Alexandrov, Dieter Kranzlmüller, Jens Volkert, Gerhard Widmer
2008	—	`conf`	Playlist Generation using Start and End Songs. ISMIR Arthur Flexer, Dominik Schnitzer, Martin Gasser, Gerhard Widmer
2008	A*	`conf`	Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes. ACM Multimedia Tim Pohle, Peter Knees, Gerhard Widmer
2008	A*	`conf`	Sound/tracks: real-time synaesthetic sonification of train journeys. ACM Multimedia Peter Knees, Tim Pohle, Gerhard Widmer
2008	—	`conf`	Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams. ISMIR Martin Gasser, Arthur Flexer, Gerhard Widmer
2008	A	`conf`	Towards an Automatically Generated Music Information System Via Web Content Mining. ECIR Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer
2008	J	`jnl`	Using string kernels to identify famous performers from their playing style. Intell. Data Anal. Craig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer
2007	J	`jnl`	"Reinventing the Wheel": A Novel Approach to Music Player Interfaces. IEEE Trans. Multim. Tim Pohle, Peter Knees, Markus Schedl, Elias Pampalk, Gerhard Widmer
2007	A*	`conf`	A music search engine built upon audio-based and web-based similarity measures. SIGIR Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer
2007	—	`conf`	Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining. Adaptive Multimedia Retrieval Markus Schedl, Gerhard Widmer
2007	C	`conf`	Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts. CBMI Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
2007	—	`conf`	Evaluating Low-Level Features for Beat Classification and Tracking. ICASSP (4) Fabien Gouyon, Simon Dixon, Gerhard Widmer
2007	J	`jnl`	Exploring Music Collections in Virtual Landscapes. IEEE Multim. Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
2007	—	`conf`	From Rhythm Patterns to Perceived Tempo. ISMIR Klaus Seyerlehner, Gerhard Widmer, Dominik Schnitzer
2007	—	`conf`	Key-Finding with Interval Profiles. ICMC Søren Tjagvad Madsen, Gerhard Widmer
2007	—	`conf`	Meaningfully Browsing Music Services. ISMIR Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
2007	B	`conf`	One-touch access to music on mobile devices. MUM Dominik Schnitzer, Tim Pohle, Peter Knees, Gerhard Widmer
2007	—	`conf`	Searching for Music Using Natural Language Queries and Relevance Feedback. Adaptive Multimedia Retrieval Peter Knees, Gerhard Widmer
2007	A*	`conf`	Towards a Computational Model of Melody Identification in Polyphonic Music. IJCAI Søren Tjagvad Madsen, Gerhard Widmer
2007	—	`conf`	Web-Based Detection of Music Band Members and Line-Up. ISMIR Markus Schedl, Gerhard Widmer, Tim Pohle, Klaus Seyerlehner
2006	A*	`conf`	An innovative three-dimensional user interface for exploring music collections enriched. ACM Multimedia Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
2006	—	`conf`	Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis. ISMIR Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer
2006	—	`conf`	Combining audio-based similarity with web-based data to accelerate automatic music playlist generation. Multimedia Information Retrieval Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer
2006	J	`jnl`	Evaluation of term utility functions for very short multidocument summaries. Appl. Artif. Intell. Alexander K. Seewald, Christian Holzbaur, Gerhard Widmer
2006	J	`jnl`	Exploring Pianist Performance Styles with Evolutionary String Matching. Int. J. Artif. Intell. Tools Søren Tjagvad Madsen, Gerhard Widmer
2006	J	`jnl`	Guest Editorial: Machine learning in and for music. Mach. Learn. Gerhard Widmer
2006	J	`jnl`	Guest editorial: Machine learning in and for music. Mach. Learn. Gerhard Widmer
2006	—	`conf`	Independent Component Analysis for Music Similarity Computation. ISMIR Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
2006	—	`conf`	Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies. ICDIM Markus Schedl, Peter Knees, Gerhard Widmer
2006	—	`conf`	Probabilistic Combination of Features for Music Classification. ISMIR Arthur Flexer, Fabien Gouyon, Simon Dixon, Gerhard Widmer
2006	J	`jnl`	Relational IBL in classical music. Mach. Learn. Asmir Tobudic, Gerhard Widmer
2006	—	`conf`	Separating voices in MIDI. ISMIR Søren Tjagvad Madsen, Gerhard Widmer
2006	A	`conf`	Towards Automatic Retrieval of Album Covers. ECIR Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer
2005	J	`jnl`	Automatic identification of music performers with learning ensembles. Artif. Intell. Efstathios Stamatatos, Gerhard Widmer
2005	—	`conf`	Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis. ISMIR Markus Schedl, Peter Knees, Gerhard Widmer
2005	—	`conf`	Dynamic Playlist Generation Based on Skipping Behavior. ISMIR Elias Pampalk, Tim Pohle, Gerhard Widmer
2005	—	`conf`	Evolutionary Search for Musical Parallelism. EvoWorkshops Søren Tjagvad Madsen, Gerhard Widmer
2005	Misc	`conf`	Exploring Similarities in Music Performances with an Evolutionary Algorithm. FLAIRS Søren Tjagvad Madsen, Gerhard Widmer
2005	—	`conf`	Hierarchical Organization and Description of Music Collections at the Artist Level. ECDL Elias Pampalk, Arthur Flexer, Gerhard Widmer
2005	—	`conf`	Improvements of Audio-Based Music Similarity and Genre Classificaton. ISMIR Elias Pampalk, Arthur Flexer, Gerhard Widmer
2005	—	`conf`	Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity. CMMR Markus Schedl, Peter Knees, Gerhard Widmer
2005	A	`conf`	Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists. IEEE Visualization Markus Schedl, Peter Knees, Gerhard Widmer
2005	A*	`conf`	Learning to Play Like the Great Pianists. IJCAI Asmir Tobudic, Gerhard Widmer
2005	—	`conf`	MATCH: A Music Alignment Tool Chest. ISMIR Simon Dixon, Gerhard Widmer
2005	—	`conf`	Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics. ISMIR Peter Knees, Markus Schedl, Gerhard Widmer
2005	J	`jnl`	Musikalisch intelligente Computer Anwendungen in der klassischen und populären Musik. Inform. Spektrum Gerhard Widmer
2005	—	`conf`	Novelty Detection Based on Spectral Similarity of Songs. ISMIR Arthur Flexer, Elias Pampalk, Gerhard Widmer
2005	—	`conf`	The "Air Worm": an Interface for Real-Time manipulation of Expressive Music Performance. ICMC Simon Dixon, Werner Goebl, Gerhard Widmer
2005	—	`conf`	The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna. ICMC Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, Asmir Tobudic
2005	B	`conf`	Why Computers Need to Learn About Music. ILP Gerhard Widmer
2004	J	`jnl`	A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps. Intell. Data Anal. Elias Pampalk, Gerhard Widmer, Alvin T. S. Chan
2004	—	`conf`	Artist Classification with Web-Based Data. ISMIR Peter Knees, Elias Pampalk, Gerhard Widmer
2004	A	`conf`	Automatic Recognition of Famous Artists by Machine. ECAI Gerhard Widmer, Patrick Zanon
2004	—	`conf`	Case-Based Relational Learning of Expressive Phrasing in Classical Music. ECCBR Asmir Tobudic, Gerhard Widmer
2004	J	`jnl`	Exploring Music Collections by Browsing Different Views. Comput. Music. J. Elias Pampalk, Simon Dixon, Gerhard Widmer
2004	—	`conf`	Towards Characterisation of Music via Rhythmic Patterns. ISMIR Simon Dixon, Fabien Gouyon, Gerhard Widmer
2004	—	`conf`	Using String Kernels to Identify Famous Performers from Their Playing Style. ECML Craig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer
2003	—	`conf`	Classification of dance music by periodicity patterns. ISMIR Simon Dixon, Elias Pampalk, Gerhard Widmer
2003	J	`jnl`	Discovering simple rules in complex data: A meta-learning algorithm and some surprising musical discoveries. Artif. Intell. Gerhard Widmer
2003	—	`conf`	Exploring music collections by browsing different views. ISMIR Elias Pampalk, Simon Dixon, Gerhard Widmer
2003	J	`jnl`	In Search of the Horowitz Factor. AI Mag. Gerhard Widmer, Simon Dixon, Werner Goebl, Elias Pampalk, Asmir Tobudic
2003	C	`conf`	Playing Mozart Phrase by Phrase. ICCBR Asmir Tobudic, Gerhard Widmer
2003	B	`conf`	Relational IBL in Music with a New Structural Similarity Measure. ILP Asmir Tobudic, Gerhard Widmer
2003	A*	`conf`	Visualizing changes in the structure of data for exploratory feature selection. KDD Elias Pampalk, Werner Goebl, Gerhard Widmer
2002	B	`conf`	In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project. ALT Gerhard Widmer
2002	B	`conf`	In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project. Discovery Science Gerhard Widmer
2002	A	`conf`	Music Performer Recognition Using an Ensemble of Simple Classifiers. ECAI Efstathios Stamatatos, Gerhard Widmer
2002	—	`conf`	Real Time Tracking and Visualisation of Musical Expression. ICMAI Simon Dixon, Werner Goebl, Gerhard Widmer
2002	—	`conf`	The Performance Worm: Real Time Visualisation of Expression based on Langner's Tempo-Loudness Animation. ICMC Simon Dixon, Werner Goebl, Gerhard Widmer
2002	—	`conf`	Towards a Simple Clustering Criterion Based on Minimum Length Encoding. ECML Marcus-Christopher Ludl, Gerhard Widmer
2002	A*	`conf`	Transformation-Based Regression. ICML Björn Bringmann, Stefan Kramer, Friedrich Neubarth, Hannes Pirker, Gerhard Widmer
2001	—	`conf`	Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy. ECML Gerhard Widmer
2001	Misc	`conf`	Hybrid Decision Tree Learners with Alternative Leaf Classifiers: An Empirical Study. FLAIRS Alexander K. Seewald, Johann Petrak, Gerhard Widmer
2001	—	`conf`	Inductive Learning of General and Robust Local Expression Principles. ICMC Gerhard Widmer
2001	J	`jnl`	Prediction of Ordinal Classes Using Regression Trees. Fundam. Informaticae Stefan Kramer, Gerhard Widmer, Bernhard Pfahringer, Michael de Groeve
2001	—	`conf`	The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery. ECML Gerhard Widmer
2001	—	`conf`	The Musical Expression Project: A Challenge for Machine Learning and Knowledge Discovery. PKDD Gerhard Widmer
2001	J	`jnl`	Using AI and machine learning to study expressive music performance: project survey and first report. AI Commun. Gerhard Widmer
2000	—	`conf`	Large-scale Induction of Expressive Performance Rules: First Quantitative Results. ICMC Gerhard Widmer
2000	—	`ch.`	On the Potential of Machine Learning for Music Research. Readings in Music and Artificial Intelligence Gerhard Widmer
2000	C	`conf`	Prediction of Ordinal Classes Using Regression Trees. ISMIS Stefan Kramer, Gerhard Widmer, Bernhard Pfahringer, Michael de Groeve
2000	—	`conf`	Relative Unsupervised Discretization for Association Rule Mining. PKDD Marcus-Christopher Ludl, Gerhard Widmer
2000	—	`conf`	Relative Unsupervised Discretization for Regresseion Problems. ECML Marcus-Christopher Ludl, Gerhard Widmer
2000	J	`jnl`	Searching for Patterns in Political Event Sequences: Experiments with the Keds Database. Cybern. Syst. Klaus Kovar, Johannes Fürnkranz, Johann Petrak, Bernhard Pfahringer, Robert Trappl, Gerhard Widmer
1998	J	`jnl`	Guest Editors' Introduction. Mach. Learn. Gerhard Widmer, Miroslav Kubat
1997	—	`ed.`	Machine Learning: ECML-97, 9th European Conference on Machine Learning, Prague, Czech Republic, April 23-25, 1997, Proceedings ECML Maarten van Someren, Gerhard Widmer
1997	J	`jnl`	Tracking Context Changes through Meta-Learning. Mach. Learn. Gerhard Widmer
1996	J	`jnl`	Learning in the Presence of Concept Drift and Hidden Contexts. Mach. Learn. Gerhard Widmer, Miroslav Kubat
1996	A*	`conf`	Recognition and Exploitation of Contextual CLues via Incremental Meta-Learning. ICML Gerhard Widmer
1996	A	`conf`	What Is It That Makes It a Horowitz? Empirical Musicology via Machine Learning. ECAI Gerhard Widmer
1995	—	`conf`	Adapting to Drift in Continuous Domains (Extended Abstract). ECML Miroslav Kubat, Gerhard Widmer
1994	A	`conf`	Combining Robustness and Flexibility in Learning Drifting Concepts. ECAI Gerhard Widmer
1994	A*	`conf`	Incremental Reduced Error Pruning. ICML Johannes Fürnkranz, Gerhard Widmer
1994	—	`conf`	Learning Expression at Multiple Structural Levels. ICMC Gerhard Widmer
1994	A*	`conf`	The Synergy of Music Theory and Al: Learning Multi-Level Expressive Interpretation. AAAI Gerhard Widmer
1993	J	`jnl`	Automatic knowledge base refinement: learning from examples and deep knowledge in rheumatology. Artif. Intell. Medicine Gerhard Widmer, Werner Horn, Bernhard Nagele
1993	J	`jnl`	Combining Knowledge-Based and Instance-Based Learning to Exploit Qualitative Knowledge. Informatica (Slovenia) Gerhard Widmer
1993	—	`conf`	Effective Learning in Dynamic Environments by Explicit Context Tracking. ECML Gerhard Widmer, Miroslav Kubat
1993	—	`conf`	Understanding and Learning Musical Expression. ICMC Gerhard Widmer
1992	A	`conf`	Learning Flexible Concepts from Streams of Examples: FLORA 2. ECAI Gerhard Widmer, Miroslav Kubat
1991	—	`conf`	Automatische Verfeinerung der Wissensbasis durch maschinelles Lernen in einem medizinischen Expertensystem. ÖGAI Bernhard Nagele, Gerhard Widmer, Werner Horn
1991	—	`conf`	Learning Specialized Disease Descriptions in a Rheumatological Expert System. MIE Werner Horn, Gerhard Widmer, Bernhard Nagele
1991	—	`conf`	Using Plausible Explanations to Bias Empirical Generalizations in Weak Theory Domains. EWSL Gerhard Widmer
1990	—	`conf`	The Usefulness of Qualitative Theories of Musical Perception. ICMC Gerhard Widmer
1989	—	`conf`	A Tight Integration of Deductive Learning. ML Gerhard Widmer
1989	—	`conf`	Wissensbasiertes Lernen in der Musik: Die Integration induktiver und deduktiver Lernmethoden. ÖGAI Gerhard Widmer
1985	—	`conf`	VIE-PCX - Ein Expert System Shell für den PC. ÖGAI Gerhard Widmer, Werner Horn