Mark D. Plumbley

Miguel Tavares Coimbra

IEEE Access, 2024

Learning Temporal Resolution in Spectrogram for Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Numerical evaluation on sub-Nyquist spectrum reconstruction methods.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., December, 2023

Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Retrieval-Augmented Text-to-Audio Generation.

[BibT_eX]

[DOI]

CoRR, 2023

AudioSR: Versatile Audio Super-resolution at Scale.

[BibT_eX]

[DOI]

CoRR, 2023

META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection.

[BibT_eX]

[DOI]

CoRR, 2023

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining.

[BibT_eX]

[DOI]

CoRR, 2023

Separate Anything You Describe.

[BibT_eX]

[DOI]

CoRR, 2023

WavJourney: Compositional Audio Creation with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Text-Driven Foley Sound Generation With Latent Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

Audio Tagging on an Embedded Hardware Platform.

[BibT_eX]

[DOI]

Gabriel Bibbó

CoRR, 2023

Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning.

[BibT_eX]

[DOI]

CoRR, 2023

E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks.

[BibT_eX]

[DOI]

Haohe Liu

CoRR, 2023

Adapting Language-Audio Models as Few-Shot Audio Learners.

[BibT_eX]

[DOI]

CoRR, 2023

Latent Diffusion Model Based Foley Sound Generation System For DCASE Challenge 2023 Task 7.

[BibT_eX]

[DOI]

CoRR, 2023

Universal Source Separation with Weakly Labelled Data.

[BibT_eX]

[DOI]

Taylor Berg-Kirkpatrick

Shlomo Dubnov

CoRR, 2023

Efficient CNNs via Passive Filter Pruning.

[BibT_eX]

[DOI]

CoRR, 2023

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research.

[BibT_eX]

[DOI]

CoRR, 2023

Leveraging Pre-trained AudioLDM for Text to Sound Generation: A Benchmark Study.

[BibT_eX]

[DOI]

CoRR, 2023

Compressing Audio CNNS with Graph Centrality Based Filter Pruning.

[BibT_eX]

[DOI]

James A. King

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Efficient Similarity-Based Passive Filter Pruning for Compressing CNNS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Simple Pooling Front-Ends for Efficient Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Leveraging Pre-Trained AudioLDM for Sound Generation: A Benchmark Study.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Automated audio captioning: an overview of recent progress and new challenges.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2022

Towards Generating Diverse Audio Captions via Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2022

ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation.

[BibT_eX]

[DOI]

CoRR, 2022

Ontology-aware Learning and Evaluation for Audio Tagging.

[BibT_eX]

[DOI]

CoRR, 2022

Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention.

[BibT_eX]

[DOI]

CoRR, 2022

Automated Audio Captioning via Fusion of Low- and High- Dimensional Features.

[BibT_eX]

[DOI]

CoRR, 2022

Learning the Spectrogram Temporal Resolution for Audio Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Low-complexity CNNs for Acoustic Scene Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Continual Learning For On-Device Environmental Sound Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Fish Feeding Intensity Assessment in Aquaculture: A New Audio Dataset AFFIA3K and a Deep Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

On Metric Learning for Audio-Text Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Separate What You Describe: Language-Queried Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Diverse Audio Captioning Via Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Deep Neural Decision Forest for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Leveraging Pre-trained BERT for Audio Captioning.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Continual Learning for On-Ddevice Environmental Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Low-Complexity CNNs for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Segment-Level Metric Learning for Few-Shot Bioacoustic Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

CAA-Net: Conditional Atrous CNNs With Attention for Explainable Device-Robust Acoustic Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Sound Event Detection: A tutorial.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2021

Sparse Analysis Model Based Dictionary Learning for Signal Declipping.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Sub-Nyquist spectrum sensing and learning challenge.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Federated Learning With Highly Imbalanced Audio Data.

[BibT_eX]

[DOI]

Marc C. Green

CoRR, 2021

An Audio-Based Deep Learning Framework ForBBC Television Programme Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Weighted Magnitude-Phase Loss for Speech Dereverberation.

[BibT_eX]

[DOI]

Jingshu Zhang

Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

An Audio-Based Deep Learning Framework For BBC Television Programme Classification.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Gender Bias in Depression Detection Using Audio Features.

[BibT_eX]

[DOI]

Andrew Bailey

Proceedings of the 29th European Signal Processing Conference, 2021

Audio Captioning Transformer.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

CL4AC: A Contrastive Loss for Audio Captioning.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

ARCA23K: An Audio Dataset for Investigating Open-Set Label Noise.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection Under Domain-Shift Conditions.

[BibT_eX]

[DOI]

Andres Fernandez

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

Source Separation of the Second Heart Sound via Alternating Optimization.

[BibT_eX]

[DOI]

Francesco Renna

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Raw Audio for Depression Detection Can Be More Robust Against Gender Imbalance than Mel-Spectrogram Features.

[BibT_eX]

[DOI]

Andrew Bailey

CoRR, 2020

Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning With Out-of-Distribution Data for Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation.

[BibT_eX]

[DOI]

Emad M. Grais

Fei Zhao

Proceedings of the 28th European Signal Processing Conference, 2020

Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Open-Window: A Sound Event Dataset for Window State Detection and Recognition.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

Event-Independent Network for Polyphonic Sound Event Localization and Detection.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Weakly Labelled AudioSet Tagging With Attention Neural Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Musical Source Separation: An Introduction.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances.

[BibT_eX]

[DOI]

CoRR, 2019

Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems.

[BibT_eX]

[DOI]

CoRR, 2019

Weakly labelled AudioSet Classification with Attention Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Acoustic Event Detection from Weakly Labeled Data Using Auditory Salience.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Generalisation in Environmental Sound Classification: The 'Making Sense of Sounds' Data Set and Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Acoustic Scene Generation with Conditional Samplernn.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Multi-instance Learning for Bipolar Disorder Diagnosis using Weakly Labelled Speech Data.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Digital Public Health, 2019

Sound Event Localization and Detection Using CRNN on Pairs of Microphones.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

Malicious User Detection Based on Low-Rank Matrix Completion in Wideband Spectrum Sensing.

[BibT_eX]

[DOI]

Zhijin Qin

Yue Gao

IEEE Trans. Signal Process., 2018

Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

A Contextual Study of Semantic Speech Editing in Radio Production.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Stud., 2018

DCASE 2018 Challenge baseline with convolutional neural networks.

[BibT_eX]

[DOI]

CoRR, 2018

BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Orthogonality-Regularized Masked NMF for Learning on Weakly Labeled Audio Data.

[BibT_eX]

[DOI]

Iwona Sobieraj

Lucas Rencker

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Inexact Proximal Operators for 𝓁<sub>p</sub>-Quasinorm Minimization.

[BibT_eX]

[DOI]

Cian O'Brien

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Joint Separation-Classification Model for Sound Event Detection of Weakly Labelled Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Audio Set Classification with Attention Model: A Probabilistic Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Synthesis of Images by Two-Stage Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Large-Scale Weakly Supervised Audio Classification Using Gated Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Consistent Dictionary Learning for Signal Declipping.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Supporting Audiography: Design of a System for Sentimental Sound Recording, Classification and Playback.

[BibT_eX]

[DOI]

Proceedings of the HCI International 2018, 2018

A Hierarchical Latent Mixture Model for Polyphonic Music Analysis.

[BibT_eX]

[DOI]

Cian O'Brien

Proceedings of the 26th European Signal Processing Conference, 2018

Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders.

[BibT_eX]

[DOI]

Emad M. Grais

Dominic Ward

Proceedings of the 26th European Signal Processing Conference, 2018

Attention-based convolutional neural networks for acoustic scene classification.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

DCASE 2018 Challenge Surrey cross-task convolutional neural network baseline.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

General-purpose audio tagging from noisy labels using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

Predicting the perceived level of reverberation using machine learning.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Polyphonic Sound Event Tracking Using Linear Dynamical Systems.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Surrey-cvssp system for DCASE2017 challenge task4.

[BibT_eX]

[DOI]

CoRR, 2017

Binaural and log-power spectra features with deep neural networks for speech-noise separation.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test.

[BibT_eX]

[DOI]

Shengchen Li

Simon Dixon

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

Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks.

[BibT_eX]

[DOI]

Christian Kroos

Proceedings of the Interspeech 2017, 2017

Convolutional gated recurrent neural network incorporating spatial features for audio tagging.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A greedy algorithm with learned statistics for sparse signal reconstruction.

[BibT_eX]

[DOI]

Lucas Rencker

Wenwu Wang

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A joint detection-classification model for audio tagging of weakly labelled data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fast tagging of natural sounds using marginal co-regularization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Assessment of musical noise using localization of isolated peaks in time-frequency domain.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Psychophysical Evaluation of Audio Source Separation Methods.

[BibT_eX]

[DOI]

Christopher Hummersone

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Single channel audio source separation using convolutional denoising autoencoders.

[BibT_eX]

[DOI]

Emad M. Grais

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Masked non-negative matrix factorization for eire detection using weakly labeled data.

[BibT_eX]

[DOI]

Iwona Sobieraj

Qiuqiang Kong

Proceedings of the 25th European Signal Processing Conference, 2017

Multivariate iterative hard thresholding for sparse decomposition with flexible sparsity patterns.

[BibT_eX]

[DOI]

Lucas Rencker

Wenwu Wang

Proceedings of the 25th European Signal Processing Conference, 2017

Automatic music transcription using low rank non-negative matrix decomposition.

[BibT_eX]

[DOI]

Cian O'Brien

Proceedings of the 25th European Signal Processing Conference, 2017

Joint detection and classification convolutional neural network on weakly labelled bird audio detection.

[BibT_eX]

[DOI]

Qiuqiang Kong

Yong Xu

Proceedings of the 25th European Signal Processing Conference, 2017

Neuroevolution for Sound Event Detection in Real Life Audio: A Pilot Study.

[BibT_eX]

[DOI]

Christian Kroos

Rikke L. Bundgaard-Nielsen

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017

Using deep neural networks to estimate tongue movements from speech face motion.

[BibT_eX]

[DOI]

Christian Kroos

Catherine T. Best

Proceedings of the Auditory-Visual Speech Processing, 2017

2016

Wideband Spectrum Sensing on Real-Time Signals at Sub-Nyquist Sampling Rates in Single and Cooperative Multiple Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Automatic Environmental Sound Recognition: Performance Versus Computational Cost.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Non-Negative Group Sparsity with Subspace Note Modelling for Polyphonic Transcription.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Hierachical learning for DNN-based acoustic scene classification.

[BibT_eX]

[DOI]

CoRR, 2016

Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging.

[BibT_eX]

[DOI]

CoRR, 2016

Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Detection of overlapping acoustic events using a temporally-constrained probabilistic model.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Hierarchical Learning for DNN-Based Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Fully DNN-Based Multi-Label Regression for Audio Tagging.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection.

[BibT_eX]

[DOI]

Iwona Sobieraj

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Deep Neural Network Baseline for DCASE Challenge 2016.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

2015

Learning Incoherent Subspaces: Classification via Incoherent Dictionary Learning.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2015

Detection and Classification of Acoustic Scenes and Events.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Acoustic Scene Classification: Classifying environments from the sounds they produce.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2015

Deep Remix: Remixing Musical Mixtures Using a Convolutional Deep Neural Network.

[BibT_eX]

[DOI]

Andrew J. R. Simpson

Gerard Roma

CoRR, 2015

Keynote addresses: Reverse engineering the neural mechanisms involved in robust speech processing.

[BibT_eX]

[DOI]

Nima Mesgarani

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Chime-home: A dataset for sound source recognition in a domestic environment.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Non-negative matrix factorisation incorporating greedy hellinger sparse coding applied to polyphonic music transcription.

[BibT_eX]

[DOI]

Mark B. Sandler

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A dynamic programming variant of non-negative matrix deconvolution for the transcription of struck string instruments.

[BibT_eX]

[DOI]

Sebastian Ewert

Mark B. Sandler

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network.

[BibT_eX]

[DOI]

Andrew J. R. Simpson

Gerard Roma

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

The Clustering of Expressive Timing Within a Phrase in Classical Piano Performances by Gaussian Mixture Models.

[BibT_eX]

[DOI]

Shengchen Li

Dawn A. A. Black

Proceedings of the Music, Mind, and Embodiment - 11th International Symposium, 2015

2014

Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain.

[BibT_eX]

[DOI]

Roland Badeau

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Score-Informed Source Separation for Musical Audio Recordings: An overview.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning.

[BibT_eX]

[DOI]

CoRR, 2014

Acoustic Scene Classification.

[BibT_eX]

[DOI]

CoRR, 2014

An Open Dataset for Research on Audio Field Recording Archives: freefield1010.

[BibT_eX]

[DOI]

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

Harmonic Motion: A Toolkit for Processing Gestural Data for Interactive Sound.

[BibT_eX]

[DOI]

Tim Murray Browne

Proceedings of the 14th International Conference on New Interfaces for Musical Expression, 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

Phase-based harmonic/percussive separation.

[BibT_eX]

[DOI]

Estefanía Cano

Christian Dittmar

Proceedings of the INTERSPEECH 2014, 2014

Polyphonic piano transcription using non-negative Matrix Factorisation with group sparsity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Improving instrument recognition in polyphonic music through system integration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Accounting for phase cancellations in non-negative matrix factorization using weighted distances.

[BibT_eX]

[DOI]

Sebastian Ewert

Mark B. Sandler

Proceedings of the IEEE International Conference on Acoustics, 2014

Efficient compressive spectrum sensing algorithm for M2M devices.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Audio-only Bird Classification Using Unsupervised Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" [Sep 07 3188-3195].

[BibT_eX]

[DOI]

Bob L. Sturm

IEEE Trans. Inf. Theory, 2013

Segregating event streams and noise with a Markov renewal process model.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2013

Large-scale analysis of frequency modulation in birdsong databases.

[BibT_eX]

[DOI]

CoRR, 2013

Synchronizing Sequencing Software to a Live Drummer.

[BibT_eX]

[DOI]

Comput. Music. J., 2013

Detection and classification of acoustic scenes and events: An IEEE AASP challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Multichannel HR-NMF for modelling convolutive mixtures of non-stationary signals in the time-frequency domain.

[BibT_eX]

[DOI]

Roland Badeau

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Structured sparsity using backwards elimination for Automatic Music Transcription.

[BibT_eX]

[DOI]

Nicolas Keriven

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Learning incoherent subspaces for classification via supervised iterative projections and rotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Improved multiple birdsong tracking with distribution derivative method and Markov renewal process clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Automatic Music Transcription using row weighted decompositions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Behavior of greedy sparse representation algorithms on nested supports.

[BibT_eX]

[DOI]

Bob L. Sturm

Proceedings of the IEEE International Conference on Acoustics, 2013

Recognition of harmonic sounds in polyphonic audio using a missing feature approach.

[BibT_eX]

[DOI]

Dimitrios Giannoulis

Anssi Klapuri

Proceedings of the IEEE International Conference on Acoustics, 2013

Score informed audio source separation using constrained nonnegative matrix factorization and score synthesis.

[BibT_eX]

[DOI]

Joachim Fritsch

Proceedings of the IEEE International Conference on Acoustics, 2013

Predictive Information in Gaussian Processes with Application to Music Analysis.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - First International Conference, 2013

Low-rank matrix completion based malicious user detection in cooperative spectrum sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Learning overcomplete dictionaries with ℓ0-sparse Non-negative Matrix Factorisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Dictionary learning via projected maximal exploration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A database and challenge for acoustic scene classification and event detection.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Probabilistic time-frequency source-filter decomposition of non-stationary signals.

[BibT_eX]

[DOI]

Roland Badeau

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Performance Following: Real-Time Prediction of Musical Sequences Without a Score.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Reliability-Informed Beat Tracking of Musical Signals.

[BibT_eX]

[DOI]

Norberto Degara

Enrique Argones-Rúa

Antonio S. Pena

Soledad Torres-Guijarro

IEEE Trans. Speech Audio Process., 2012

Audio Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Best Practices for Scientific Computing

[BibT_eX]

[DOI]

CoRR, 2012

Structured sparsity for automatic music transcription.

[BibT_eX]

[DOI]

Hidehisa Nagano

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

INK-SVD: Learning incoherent dictionaries for sparse representations.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Instrumentation-based music similarity using sparse representations.

[BibT_eX]

[DOI]

Hiromasa Fujihara

Anssi Klapuri

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Analysis-based sparse reconstruction with synthesis-based solvers.

[BibT_eX]

[DOI]

Nicolae Cleju

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sound Software: Towards software reuse in audio and music research.

[BibT_eX]

[DOI]

Chris Cannam

Luís Figueira

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Dictionary Learning with Large Step Gradient Descent for Sparse Representations.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Group Polytope Faces Pursuit for Recovery of Block-Sparse Signals.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Framewise heterodyne chirp analysis of birdsong.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

An alternating descent algorithm for the off-grid DOA estimation problem with sparsity constraints.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Choosing analysis or synthesis recovery for sparse reconstruction.

[BibT_eX]

[DOI]

Nicolae Cleju

Proceedings of the 20th European Signal Processing Conference, 2012

Denoising and segmentation of the second heart sound using matching pursuit.

[BibT_eX]

[DOI]

Fábio de Lima Hedayioglu

Sandra da Silva Mattos

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Cognitive music modelling: An information dynamics approach.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Using Oracle Analysis for Decomposition-Based Automatic Music Transcription.

[BibT_eX]

[DOI]

Hidehisa Nagano

Proceedings of the From Sounds to Music and Emotions - 9th International Symposium, 2012

The Melody Triangle: Exploring Pattern and Predictability in Music.

[BibT_eX]

[DOI]

Proceedings of the Musical Metacreation, 2012

2011

Measuring the Performance of Beat Tracking Algorithms Using a Beat Error Histogram.

[BibT_eX]

[DOI]

Norberto Degara

IEEE Signal Process. Lett., 2011

Fast Dictionary Learning for Sparse Representations of Speech Signals.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Onset Event Decoding Exploiting the Rhythmic Structure of Polyphonic Music.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

On the disjointess of sources in music using different time-frequency representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

The Medium is the Message: Composing Instruments and Performing Mappings.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on New Interfaces for Musical Expression, 2011

Causal Prediction of Continuous-Valued Music Features.

[BibT_eX]

[DOI]

Peter Foster

Anssi Klapuri

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

Blind source separation of periodic sources from sequentially recorded instantaneous mixtures.

[BibT_eX]

[DOI]

Fábio de Lima Hedayioglu

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Real-time Visual Beat Tracking using a Comb Filter Matrix.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Computer Music Conference, 2011

Separating sources from sequentially acquired mixtures of heart signals.

[BibT_eX]

[DOI]

Fábio de Lima Hedayioglu

Sandra da Silva Mattos

Proceedings of the IEEE International Conference on Acoustics, 2011

Dictionary learning of convolved signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

A constrained matching pursuit approach to audio declipping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Sequential minimal eigenvalues - an approach to analysis dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Structure-aware dictionary learning with harmonic atoms.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Sparse Representations in Audio and Music: From Coding to Source Separation.

[BibT_eX]

[DOI]

Proc. IEEE, 2010

Cross-associating unlabelled timbre distributions to create expressive musical mappings.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

A measure of statistical complexity based on predictive information

[BibT_eX]

[DOI]

CoRR, 2010

Performance following: Tracking a performance without a score.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

An L1 criterion for dictionary learning by subspace identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Gradient Polytope Faces Pursuit for large scale sparse recovery problems.

[BibT_eX]

[DOI]

Ivan Damnjanovic

Proceedings of the IEEE International Conference on Acoustics, 2010

Note onset detection using rhythmic structure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

A Multichannel Spatial Compressed Sensing Approach for Direction of Arrival Estimation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

SMALLbox - An Evaluation Framework for Sparse Representations and Dictionary Learning Algorithms.

[BibT_eX]

[DOI]

Ivan Damnjanovic

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Fast Multidimensional Entropy Estimation by k -d Partitioning.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2009

Evaluation of live human-computer music-making: Quantitative and qualitative approaches.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Stud., 2009

Information dynamics: patterns of expectation and surprise in the perception of music.

[BibT_eX]

[DOI]

Samer M. Abdallah

Connect. Sci., 2009

Towards a musical beat emphasis function.

[BibT_eX]

[DOI]

Douglas Eck

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix.

[BibT_eX]

[DOI]

Keisuke Toyama

Proceedings of the Independent Component Analysis and Signal Separation, 2009

Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2009

Real-Time Chord Recognition for Live Performance.

[BibT_eX]

[DOI]

Proceedings of the 2009 International Computer Music Conference, 2009

Post-Processing Fiddle~: A Real-Time Multi-Pitch Tracking Technique Using Harmonic Partial Subtraction for Use within Live Performance Systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 International Computer Music Conference, 2009

Sparse reconstruction for compressed sensing using Stagewise Polytope Faces Pursuit.

[BibT_eX]

[DOI]

Marco Bevilacqua

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Using phase linearity in frequency-domain ICA to tackle the permutation problem.

[BibT_eX]

[DOI]

Keisuke Toyama

Proceedings of the IEEE International Conference on Acoustics, 2009

Benchmarking flexible adaptive time-frequency transforms for underdetermined audio source separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Speech denoising based on a greedy adaptive dictionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Efficient Bayesian inference for harmonic models via adaptive posterior factorization.

[BibT_eX]

[DOI]

Mads Græsbøll Christensen

Neurocomputing, 2008

An adaptive stereo basis method for convolutive blind audio source separation.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Theorems on Positive Data: On the Uniqueness of NMF.

[BibT_eX]

[DOI]

Hans Laurberg

Lars Kai Hansen

Søren Holdt Jensen

Comput. Intell. Neurosci., 2008

Real Time Gesture Learning and Recognition: Towards Automatic Categorization.

[BibT_eX]

[DOI]

Jean-Baptiste Thiebaut

Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

Discourse Analysis Evaluation Method for Expressive Musical Interfaces.

[BibT_eX]

[DOI]

Nick Bryan-Kinns

Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

A Turing Test for B-Keeper: Evaluating an Interactive.

[BibT_eX]

[DOI]

Nick Bryan-Kinns

Proceedings of the 8th International Conference on New Interfaces for Musical Expression, 2008

Rhythmic Analysis for Real-Time audio effects.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Computer Music Conference, 2008

Oracle estimation of adaptive cosine packet transforms for underdetermined audio source separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Natural Conjugate Gradient on Complex Flag Manifolds for Complex Independent Subspace Analysis.

[BibT_eX]

[DOI]

Yasunori Nishimori

Shotaro Akaho

Proceedings of the Artificial Neural Networks, 2008

Separation of stereo speech signals based on a sparse dictionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Exploring the effect of rhythmic style classification on automatic tempo estimation.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

On Polar Polytopes and the Recovery of Sparse Representations.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Low Bit-Rate Object Coding of Musical Audio Using Bayesian Harmonic Models.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2007

Context-Dependent Beat Tracking of Musical Audio.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2007

Oracle estimators for the benchmarking of source separation algorithms.

[BibT_eX]

[DOI]

Rémi Gribonval

Signal Process., 2007

Audio source separation with a signal-adaptive local cosine transform.

[BibT_eX]

[DOI]

Mike E. Davies

Signal Process., 2007

Real-Time Beat-Synchronous Audio Effects.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

B-Keeper: A Beat-Tracker for Live Performance.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

Adaptive whitening for Improved Real-Time audio onset Detection.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Computer Music Conference, 2007

Geometry and Manifolds for Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Flag Manifolds for Subspace ICA Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

On the Use of Entropy for Beat Tracking Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Dictionary Learning for L1-Exact Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

The Role of High Frequencies in Convolutive Blind Source Separation of Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

Blind Source Separation using Space-Time Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Blind Speech Separation, 2007

2006

Unsupervised analysis of polyphonic music by sparse coding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

Sparse representations of polyphonic music.

[BibT_eX]

[DOI]

Signal Process., 2006

Single-Channel Mixture Decomposition Using Bayesian Harmonic Models.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Recovery of Sparse Representations by Polytope Faces Pursuit.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Riemannian Optimization Method on the Flag Manifold for Independent Subspace Analysis.

[BibT_eX]

[DOI]

Yasunori Nishimori

Shotaro Akaho

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Sparse Coding for Convolutive Blind Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Source extraction from two-channel mixtures by joint cosine packet analysis.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

A spectral difference approach to downbeat extraction in musical audio.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Geometrical methods for non-negative ICA: Manifolds, Lie groups and toral subalgebras.

[BibT_eX]

[DOI]

Neurocomputing, 2005

Beat tracking with a two state model [music applications].

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

A "nonnegative PCA" algorithm for independent component analysis.

[BibT_eX]

[DOI]

Erkki Oja

IEEE Trans. Neural Networks, 2004

Blind Separation of Positive Sources by Globally Convergent Gradient Search.

[BibT_eX]

[DOI]

Erkki Oja

Neural Comput., 2004

Causal Tempo Tracking of Audio.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2004, 2004

Fast labelling of notes in music signals.

[BibT_eX]

[DOI]

Paul Brossier

Juan Pablo Bello

Proceedings of the ISMIR 2004, 2004

Polyphonic transcription by non-negative sparse coding of power spectra.

[BibT_eX]

[DOI]

Samer M. Abdallah

Proceedings of the ISMIR 2004, 2004

Real-time temporal segmentation of note objects in music signals.

[BibT_eX]

[DOI]

Paul Brossier

Juan Pablo Bello

Proceedings of the 2004 International Computer Music Conference, 2004

Lie Group Methods for Optimization with Orthogonality Constraints.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Optimization Using Fourier Expansion over a Geodesic for Non-negative ICA.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003

Algorithms for nonnegative independent component analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2003

2002

Conditions for nonnegative independent component analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2002

Automatic Music Transcription and Audio Source Separation.

[BibT_eX]

[DOI]

Cybern. Syst., 2002

2000

On-Line Connectionist Q-Learning Produces Unreliable Performance with A Synonym Finding Task.

[BibT_eX]

[DOI]

Ian Johnson

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Information Density and Cortical Magnification Factors.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and the Brain, 2000

1997

Communications and neural networks: theory and practice.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Unsupervised Neural Network Learning Procedures for Feature Extraction and Classification.

[BibT_eX]

[DOI]

Suzanna Becker

Appl. Intell., 1996

1995

Lyapunov functions for convergence of principal component algorithms.

[BibT_eX]

[DOI]

Neural Networks, 1995

1993

Efficient information transfer and anti-Hebbian neural networks.

[BibT_eX]

[DOI]

Neural Networks, 1993

Generation and Adaptation of Neural Networks by Evolutionary Techniques (GANNET).

[BibT_eX]

[DOI]

Neural Comput. Appl., 1993

1991

The effect of receptor signal-to-noise levels on optimal filtering in a sensory system.

[BibT_eX]

[DOI]