Tillman Weyde

Giacomo Tarroni

Neural Networks, 2021

Learned complex masks for multi-instrument source separation.

[BibT_eX]

[DOI]

CoRR, 2021

Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling.

[BibT_eX]

[DOI]

CoRR, 2021

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models.

[BibT_eX]

[DOI]

Tarek R. Besold

Artif. Intell., 2021

Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract).

[BibT_eX]

[DOI]

Tarek R. Besold

Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), 2021

2020

Sequence Classification Restricted Boltzmann Machines With Gated Units.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Blissful Ignorance: Anti-Transfer Learning for Task Invariance.

[BibT_eX]

[DOI]

Eric Guizzo

Giacomo Tarroni

CoRR, 2020

Weight Priors for Learning Identity Relations.

[BibT_eX]

[DOI]

CoRR, 2020

ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units.

[BibT_eX]

[DOI]

Enrico Lopedoto

Proceedings of the Artificial Intelligence XXXVII, 2020

Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy.

[BibT_eX]

[DOI]

Joaquin Perez-Lapillo

Oleksandr Galkin

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals.

[BibT_eX]

[DOI]

Eric Guizzo

Jack Barnett Leveson

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models.

[BibT_eX]

[DOI]

Tarek R. Besold

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Modelling Identity Rules with Neural Networks.

[BibT_eX]

[DOI]

Radha Manisha Koppart

FLAP, 2019

Making Good on LSTMs Unfulfilled Promise.

[BibT_eX]

[DOI]

Daniel Philps

CoRR, 2019

An Ontology-based Approach to Explaining Artificial Neural Networks.

[BibT_eX]

[DOI]

Fermín Moscoso del Prado

CoRR, 2019

Factors for the Generalisation of Identity Relations by Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Towards a Multimodal Time-Based Empathy Prediction System.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Monaural Speech Separation with Deep Learning Using Phase Modelling and Capsule Networks.

[BibT_eX]

[DOI]

Toby Staines

Oleksandr Galkin

Proceedings of the 27th European Signal Processing Conference, 2019

Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Comparing Unsupervised Layers in Neural Networks for Financial Time Series Prediction.

[BibT_eX]

[DOI]

Asmaa Mahdi

Dhiya Al-Jumeily

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Real-World Applications.

[BibT_eX]

[DOI]

Tim Laibacher

Sepehr Jalali

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Modelling Emotion Based Reward Valuation with Computational Reinforcement Learning.

[BibT_eX]

[DOI]

Can Koluman

Christopher Child

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

What makes a good explanation? Cognitive dimensions of explaining intelligent machines.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Continual Learning Augmented Investment Decisions.

[BibT_eX]

[DOI]

Daniel Philps

Roy Batchelor

CoRR, 2018

Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations.

[BibT_eX]

[DOI]

CoRR, 2018

Improved Speech Enhancement with the Wave-U-Net.

[BibT_eX]

[DOI]

Craig Macartney

CoRR, 2018

M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments.

[BibT_eX]

[DOI]

Tim Laibacher

Sepehr Jalali

CoRR, 2018

Deep Neural Networks with Voice Entry Estimation Heuristics for Voice Separation in Symbolic Music Representations.

[BibT_eX]

[DOI]

Reinier de Valk

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

The Digital Music Lab: A Big Data Infrastructure for Digital Musicology.

[BibT_eX]

[DOI]

ACM Journal on Computing and Cultural Heritage, 2017

The Recurrent Temporal Discriminative Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

CoRR, 2017

Geographical Origin Prediction of Folk Music Recordings from the United Kingdom.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Singing Voice Separation with Deep U-Net Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Generalising the Discriminative Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

Son Ngoc Tran

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

The FL-SMIA Network: A Novel Architecture for Time Series Prediction.

[BibT_eX]

[DOI]

Asmaa Mahdi

Dhiya Al-Jumeily

Proceedings of the 10th International Conference on Developments in eSystems Engineering, 2017

2016

Generalising the Discriminative Restricted Boltzmann Machine.

[BibT_eX]

[DOI]

CoRR, 2016

Accuracy and Interpretability Trade-Offs in Machine Learning Applied to Safer Gambling.

[BibT_eX]

[DOI]

Sanjoy Sarkar

Gregory G. Slabaugh

Simo Dragicevic

Chris Percy

Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016

Composer Recognition Based on 2D-Filtered Piano-Rolls.

[BibT_eX]

[DOI]

Gissel Velarde

Carlos Eduardo Cancino Chacón

David Meredith

Maarten Grachten

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Adaptive Frequency Neural Networks for Dynamic Pulse and Metre Perception.

[BibT_eX]

[DOI]

Andrew John Lambert

Newton Armstrong

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

The "Beyond the Fence" Musical and "Computer Says Show" Documentary.

[BibT_eX]

[DOI]

Simon Colton

Maria Teresa Llano

Rose Hepworth

John William Charnley

Proceedings of the Seventh International Conference on Computational Creativity, 2016

Digital music lab: A framework for analysing big music data.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

The Need for Knowledge Extraction: Understanding Harmful Gambling Behavior with Neural Networks.

[BibT_eX]

[DOI]

Chris Percy

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Chord- and Note-Based Approaches to Voice Separation.

[BibT_eX]

[DOI]

Reinier de Valk

Proceedings of the Computational Music Analysis, 2016

A Wavelet-Based Approach to Pattern Discovery in Melodies.

[BibT_eX]

[DOI]

Gissel Velarde

David Meredith

Proceedings of the Computational Music Analysis, 2016

2015

Comparative Music Similarity Modelling Using Transfer Learning Across User Groups.

[BibT_eX]

[DOI]

Andrew MacFarlane

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Hybrid Long- and Short-Term Models of Folk Melodies.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

An Efficient Temporally-Constrained Probabilistic Model for Multiple-Instrument Music Transcription.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Discriminative learning and inference in the Recurrent Temporal RBM for melody modelling.

[BibT_eX]

[DOI]

Son Ngoc Tran

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A hybrid recurrent neural network for music transcription.

[BibT_eX]

[DOI]

Siddharth Sigtia

Nicolas Boulanger-Lewandowski

Simon Dixon

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Learning music similarity from relative user ratings.

[BibT_eX]

[DOI]

Inf. Retr., 2014

Creating Audio Based Experiments as Social Web Games with the CASimIR Framework.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Feature Preprocessing with Restricted Boltzmann Machines for Music Similarity Learning.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Improving Automatic Music Transcription Through Key Detection.

[BibT_eX]

[DOI]

Andreas Jansson

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Incremental Dataset Definition for Large Scale Musicological Research.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

Big Data for Musicology.

[BibT_eX]

[DOI]

Aquiles Alancar-Brayner

Mahendra Mahey

Adam Tovell

Proceedings of the 1st International Workshop on Digital Libraries for Musicology, 2014

An RNN-based Music Language Model for Improving Automatic Music Transcription.

[BibT_eX]

[DOI]

Simon Dixon

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Multiple Viewpiont Melodic Prediction with Fixed-Context Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Template Adaptation for Improving Automatic Music Transcription.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Beyond the Beat: Towards Metre, Rhythm and Melody Modelling with Hybrid Oscillator Networks.

[BibT_eX]

[DOI]

Andrew John Lambert

Newton Armstrong

Proceedings of the Music Technology meets Philosophy, 2014

Automatic transcription of pitched and unpitched sounds from polyphonic music.

[BibT_eX]

[DOI]

Sebastian Ewert

Proceedings of the IEEE International Conference on Acoustics, 2014

Studying the Effect of Metre Perception on Rhythm and Melody Modelling with LSTMs.

[BibT_eX]

[DOI]

Andrew John Lambert

Newton Armstrong

Proceedings of the Musical Metacreation, 2014

2013

A Machine Learning Approach to Voice Separation in Lute Tablature.

[BibT_eX]

[DOI]

Reinier de Valk

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

A Distributed Model For Multiple-Viewpoint Melodic Prediction.

[BibT_eX]

[DOI]

Marcus T. Pearce

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Explicit Duration Hidden Markov Models for Multiple-Instrument Polyphonic Music Transcription.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Predicting Aquaplaning Performance from Tyre Profile Images with Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2012

Adapting similarity on the MagnaTagATune database: effects of model and feature choices.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

A Systematic Comparison of Music Similarity Adaptation Approaches.

[BibT_eX]

[DOI]

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

2011

Adapting Metrics for Music Similarity Using Comparative Ratings.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Combining Sources of Description for Approximating Music Similarity Ratings.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011

2008

I-Maestro: Technology-Enhanced Learning for Music.

[BibT_eX]

[DOI]

Kia Ng

Paolo Nesi

Proceedings of the 2008 International Computer Music Conference, 2008

2007

An Experiment on the Role of Pitch Intervals in Melodic Segmentation.

[BibT_eX]

[DOI]

Jens Wissmann

Kerstin Neubarth

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

3d augmented mirror: a multimodal interface for string instrument learning and teaching with gesture support.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

2005

Efficient Melody Retrieval with Motif Contour Classes.

[BibT_eX]

[DOI]

Christian Datzko

Proceedings of the ISMIR 2005, 2005

2004

The Influence of Pitch on Melodic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2004, 2004

2003

Lern- und wissensbasierte Analyse musikalischer Rhythmen: Konzeption, Entwicklung und Evaluation eines Neuro-Fuzzy-Systems für die Erkennung rhythmischer Strukturen.

[BibT_eX]

[DOI]

PhD thesis, 2003

Structure recognition on sequences with a neuro-fuzzy-system.

[BibT_eX]

[DOI]

Klaus Dalinghaus