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Detection and Classification of Acoustic Scenes and Events

IEEE transactions on multimedia, 2015-10, Vol.17 (10), p.1733-1746

2015

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

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3106-3117

2016

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

PeerJ (San Francisco, CA), 2014-07, Vol.2, p.e488-e488

2014

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Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations

IEEE transactions on signal processing, 2013-04, Vol.61 (8), p.2055-2065

2013

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Computational Analysis of Sound Scenes and Events

1, 2017

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Best practices for scientific computing

PLoS biology, 2014-01, Vol.12 (1), p.e1001745-e1001745

2014

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Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements

IEEE transactions on signal processing, 2019-11, Vol.67 (21), p.5659-5670

2019

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Fast Dictionary Learning for Sparse Representations of Speech Signals

IEEE journal of selected topics in signal processing, 2011-09, Vol.5 (5), p.1025-1031

2011

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

EURASIP journal on audio, speech, and music processing, 2022-10, Vol.2022 (1), p.1-18, Article 26

2022

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Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning

IEEE transactions on signal processing, 2016-01, Vol.64 (2), p.417-431

2016

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Context-Dependent Beat Tracking of Musical Audio

IEEE transactions on audio, speech, and language processing, 2007-03, Vol.15 (3), p.1009-1020

2007

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Hearing the shape of a room

Proceedings of the National Academy of Sciences - PNAS, 2013-07, Vol.110 (30), p.12162-12163

Plumbley, Mark D.

2013

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

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.2880-2894

2020

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Attention-Based End-to-End Differentiable Particle Filter for Audio Speaker Tracking

IEEE open journal of signal processing, 2024-01, Vol.5, p.449-458

2024

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

IEEE/ACM transactions on audio, speech, and language processing, 2019-04, Vol.27 (4), p.777-787

2019

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Sub-Nyquist spectrum sensing and learning challenge

Frontiers of Computer Science, 2021-08, Vol.15 (4), p.154504, Article 154504

2021

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

IEEE/ACM transactions on audio, speech, and language processing, 2018-02, Vol.26 (2), p.379-393

2018

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

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.121-125

2018

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Multichannel high-resolution NMF for modeling convolutive mixtures of non-stationary signals in the time-frequency domain

IEEE/ACM transactions on audio, speech, and language processing, 2014-11, Vol.22 (11), p.1670-1680

2014

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Audio Inpainting

IEEE transactions on audio, speech, and language processing, 2012-03, Vol.20 (3), p.922-932

2012

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

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.2450-2460

2020

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

IEEE transactions on signal processing, 2018-01, Vol.66 (1), p.5-17

2018

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

Proceedings of the IEEE, 2010-06, Vol.98 (6), p.995-1005

2010

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Theorems on Positive Data: On the Uniqueness of NMF

Computational Intelligence and Neuroscience, 2008, Vol.2008, p.764206-9

2008

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Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings

1st Edition 2018, 2018

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Detection and Classification of Acoustic Scenes and Events

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

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

Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations

Computational Analysis of Sound Scenes and Events

Best practices for scientific computing

Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements

Fast Dictionary Learning for Sparse Representations of Speech Signals

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

Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning

Context-Dependent Beat Tracking of Musical Audio

Hearing the shape of a room

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

Attention-Based End-to-End Differentiable Particle Filter for Audio Speaker Tracking

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

Sub-Nyquist spectrum sensing and learning challenge

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

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

Multichannel high-resolution NMF for modeling convolutive mixtures of non-stationary signals in the time-frequency domain

Audio Inpainting

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

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

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

Theorems on Positive Data: On the Uniqueness of NMF

Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings

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