Tillman Weyde

Most-cited papers

Singing Voice Separation with Deep U-Net Convolutional Networks
Andreas Jansson, Eric J. Humphrey, N. Montecchio, Rachel M. Bittner +2 more
2017International Society for Music Information Retrieval Conference476 citations
Semantic Scholar
Improved Speech Enhancement with the Wave-U-Net
C. Macartney, Tillman Weyde
2018arXiv.org195 citations
Semantic Scholar
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models
R. Confalonieri, Tillman Weyde, Tarek R. Besold, F. M. del Prado Martín
2021Artificial Intelligence112 citations Open access
Semantic Scholar
M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Real-World Applications
Tim Laibacher, Tillman Weyde, Sepehr Jalali
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)73 citations
Semantic Scholar
An Efficient Temporally-Constrained Probabilistic Model for Multiple-Instrument Music Transcription
Emmanouil Benetos, Tillman Weyde
2015International Society for Music Information Retrieval Conference68 citations
Semantic Scholar
A hybrid recurrent neural network for music transcription
Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde +2 more
2014IEEE International Conference on Acoustics, Speech, and Signal Processing42 citations
Semantic Scholar
M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments
Tim Laibacher, Tillman Weyde, Sepehr Jalali
2018arXiv.org41 citations
Semantic Scholar
An RNN-based Music Language Model for Improving Automatic Music Transcription
Siddharth Sigtia, Emmanouil Benetos, S. Cherla, Tillman Weyde +2 more
2014International Society for Music Information Retrieval Conference40 citations
Semantic Scholar
Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals
E. Guizzo, Tillman Weyde, Jack Barnett Leveson
2020IEEE International Conference on Acoustics, Speech, and Signal Processing39 citations Open access
Semantic Scholar
Learning Speech Emotion Representations in the Quaternion Domain
E. Guizzo, Tillman Weyde, Simone Scardapane, Danilo Comminiello
2022IEEE/ACM Transactions on Audio Speech and Language Processing36 citations Open access
Semantic Scholar
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models
Chenxi Whitehouse, Tillman Weyde, P. Madhyastha, N. Komninos
2022International Conference on Web and Social Media34 citations Open access
Semantic Scholar
The "Beyond the Fence" Musical and "Computer Says Show" Documentary
S. Colton, M. T. Llano, R. Hepworth, J. Charnley +10 more
2022ICCC33 citations Open access
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The Digital Music Lab
Samer A. Abdallah, Emmanouil Benetos, Nicolas E. Gold, Steven Hargreaves +2 more
2017ACM Journal on Computing and Cultural Heritage33 citations
Semantic Scholar
Accuracy and Interpretability Trade-Offs in Machine Learning Applied to Safer Gambling
Sanjoy Sarkar, Tillman Weyde, A. S. d'Avila Garcez, G. Slabaugh +2 more
2016CoCo@NIPS30 citations
Semantic Scholar
Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures
Andreas Jansson, Rachel M. Bittner, Sebastian Ewert, Tillman Weyde
2019European Signal Processing Conference27 citations
Semantic Scholar
Composer Recognition Based on 2D-Filtered Piano-Rolls
Gissel Velarde, Tillman Weyde, Carlos Eduardo Cancino-Chacón, D. Meredith +1 more
2016International Society for Music Information Retrieval Conference25 citations
Semantic Scholar
What makes a good explanation? Cognitive dimensions of explaining intelligent machines
R. Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen A. Creel +3 more
2019Annual Meeting of the Cognitive Science Society24 citations
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Development of an explainable artificial intelligence model for Asian vascular wound images
Z. Lo, M. Mak, Shanying Liang, Yam M. Chan +7 more
2023International Wound Journal23 citations Open access
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An Ontology-based Approach to Explaining Artificial Neural Networks
R. Confalonieri, Fermín Moscoso del Prado, S. Agramunt, D. Malagarriga +3 more
2019arXiv.org21 citations
Semantic Scholar
Automatic transcription of pitched and unpitched sounds from polyphonic music
Emmanouil Benetos, Sebastian Ewert, Tillman Weyde
2014IEEE International Conference on Acoustics, Speech, and Signal Processing21 citations
Semantic Scholar
Convolution-based classification of audio and symbolic representations of music
Gissel Velarde, Carlos Eduardo Cancino-Chacón, D. Meredith, Tillman Weyde +1 more
201819 citations Open access
Semantic Scholar
Template Adaptation for Improving Automatic Music Transcription
Emmanouil Benetos, R. Badeau, Tillman Weyde, G. Richard
2014International Society for Music Information Retrieval Conference16 citations
Semantic Scholar
Continual Learning Augmented Investment Decisions
Daniel Philps, Tillman Weyde, A. S. d'Avila Garcez, R. Batchelor
2018arXiv.org15 citations
Semantic Scholar
The Need for Knowledge Extraction: Understanding Harmful Gambling Behavior with Neural Networks
Christian Percy, A. S. d'Avila Garcez, S. Dragicevic, M. França +2 more
2016European Conference on Artificial Intelligence13 citations Open access
Semantic Scholar
Automation of knowledge extraction for degradation analysis
Sri Addepalli, Tillman Weyde, Bernadin Namoano, Oluseyi Ayodeji Oyedeji +3 more
2023CIRP annals12 citations Open access
Semantic Scholar
Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy
Joaquin Perez-Lapillo, O. Galkin, Tillman Weyde
2019IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations Open access
Semantic Scholar
Generalising the Discriminative Restricted Boltzmann Machine
S. Cherla, S. Tran, A. S. d'Avila Garcez, Tillman Weyde
2016International Conference on Artificial Neural Networks12 citations Open access
Semantic Scholar
On the Potential of Logic and Reasoning in Neurosymbolic Systems Using OWL-Based Knowledge Graphs
D. Herron, Ernesto Jiménez-Ruiz, Tillman Weyde
2025Neurosymbolic Artificial Intelligence11 citations Open access
Semantic Scholar
The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz
Polina Proutskova, D. Wolff, G. Fazekas, K. Frieler +8 more
2022Journal of Web Semantics11 citations Open access
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Anti-transfer learning for task invariance in convolutional neural networks for speech processing
E. Guizzo, Tillman Weyde, G. Tarroni
2021Neural Networks11 citations Open access
Semantic Scholar
Towards a Multimodal Time-Based Empathy Prediction System
Francesco Barbieri, E. Guizzo, Federico Lucchesi, Giovanni Maffei +2 more
2019IEEE International Conference on Automatic Face & Gesture Recognition11 citations
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Perceiving and predicting expressive rhythm with recurrent neural networks
A. Lambert, Tillman Weyde, N. Armstrong
201511 citations
Semantic Scholar
Improving Automatic Music Transcription Through Key Detection
Emmanouil Benetos, Andreas Jansson, Tillman Weyde
2014Semantic Audio11 citations
Semantic Scholar
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment
Sevinj Teymurova, Ernesto Jiménez-Ruiz, Tillman Weyde, Jiaoyan Chen
2024Iberoamerican Conference on Knowledge Graphs and Semantic Web10 citations
Semantic Scholar
A Wavelet-Based Approach to Pattern Discovery in Melodies
Gissel Velarde, D. Meredith, Tillman Weyde
2016Computational Music Analysis10 citations Open access
Semantic Scholar
Discriminative learning and inference in the Recurrent Temporal RBM for melody modelling
S. Cherla, S. Tran, A. S. d'Avila Garcez, Tillman Weyde
2015IEEE International Joint Conference on Neural Network10 citations
Semantic Scholar
On the Benefits of OWL-based Knowledge Graphs for Neural-Symbolic Systems
D. Herron, Ernesto Jiménez-Ruiz, Tillman Weyde
2023International Workshop on Neural-Symbolic Learning and Reasoning9 citations
Semantic Scholar
Exploring the Long-Term Generalization of Counting Behavior in RNNs
Nadine El-Naggar, P. Madhyastha, Tillman Weyde
2022arXiv.org9 citations Open access
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Sequence Classification Restricted Boltzmann Machines With Gated Units
S. Tran, A. S. d'Avila Garcez, Tillman Weyde, Jie Yin +2 more
2020IEEE Transactions on Neural Networks and Learning Systems9 citations Open access
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Deep Neural Networks with Voice Entry Estimation Heuristics for Voice Separation in Symbolic Music Representations
R. Valk, Tillman Weyde
2018International Society for Music Information Retrieval Conference9 citations
Semantic Scholar
Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations
Tillman Weyde, R. Kopparti
2018arXiv.org9 citations
Semantic Scholar
Modelling Identity Rules with Neural Networks
Tillman Weyde, R. Kopparti
2018FLAP9 citations
Semantic Scholar
Adaptive Frequency Neural Networks for Dynamic Pulse and Metre Perception
A. Lambert, Tillman Weyde, N. Armstrong
2016International Society for Music Information Retrieval Conference9 citations
Semantic Scholar
Bringing ‘Musicque into the tableture’: machine-learning models for polyphonic transcription of 16th-century lute tablature
R. Valk, Tillman Weyde
20159 citations Open access
Semantic Scholar
MULTIPLE-F 0 ESTIMATION AND NOTE TRACKING FOR MIREX 2015 USING A SOUND STATE-BASED SPECTROGRAM FACTORIZATION MODEL
Emmanouil Benetos, Tillman Weyde
20158 citations
Semantic Scholar
Formal and Empirical Studies of Counting Behaviour in ReLU RNNs
Nadine El-Naggar, A. Ryzhikov, L. Daviaud, P. Madhyastha +1 more
2023International Conference on Graphics and Interaction7 citations
Semantic Scholar
Studying the Effect of Metre Perception on Rhythm and Melody Modelling with LSTMs
A. Lambert, Tillman Weyde, N. Armstrong
2014MUME@AIIDE6 citations Open access
Semantic Scholar
Weight Priors for Learning Identity Relations
R. Kopparti, Tillman Weyde
2019arXiv.org5 citations
Semantic Scholar
Comparative Music Similarity Modelling Using Transfer Learning Across User Groups
D. Wolff, A. MacFarlane, Tillman Weyde
2015International Society for Music Information Retrieval Conference5 citations
Semantic Scholar
Hybrid Long- and Short-Term Models of Folk Melodies
S. Cherla, S. Tran, Tillman Weyde, A. S. d'Avila Garcez
2015International Society for Music Information Retrieval Conference5 citations
Semantic Scholar