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Decoding of the speech envelope from EEG using the VLAAI deep neural network

Scientific reports, 2023-01, Vol.13 (1), p.812-812, Article 812

2023

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Classifying coherent versus nonsense speech perception from EEG using linguistic speech features

Scientific reports, 2024-08, Vol.14 (1), p.18922-10

2024

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Rapid speaker adaptation in latent speaker space with non-negative matrix factorization

Speech communication, 2013-10, Vol.55 (9), p.893-908

2013

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Automatic voice onset time estimation from reassignment spectra

Speech communication, 2009-12, Vol.51 (12), p.1194-1205

2009

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Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech

EURASIP journal on audio, speech, and music processing, 2023-04, Vol.2023 (1), p.15-25, Article 15

2023

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Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery

IEICE Transactions on Information and Systems, 2016/01/01, Vol.E99.D(1), pp.296-299

2016

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Multi-encoder attention-based architectures for sound recognition with partial visual assistance

EURASIP journal on audio, speech, and music processing, 2022-10, Vol.2022 (1), p.1-13, Article 25

2022

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Cross-Lingual Transfer Learning for Alzheimer's Detection from Spontaneous Speech

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-2

2023

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Analysis of XLS-R for Speech Quality Assessment

2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023, p.1-5

2023

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Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.1256-1260

2022

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Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization

Speech communication, 2016-07, Vol.81, p.129-137

2016

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Multitask Learning with Capsule Networks for Speech-to-Intent Applications

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.8494-8498

2020

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An LSTM Based Architecture to Relate Speech Stimulus to Eeg

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.941-945

2020

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Using Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework

Signal processing, 2015-10, Vol.115, p.27-37

2015

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Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Bidirectional Representations for Low-Resource Spoken Language Understanding

Applied sciences, 2023-10, Vol.13 (20), p.11291

2023

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Speaker age estimation using i-vectors

Engineering applications of artificial intelligence, 2014-09, Vol.34, p.99-108

2014

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Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2016-01, Vol.24 (1), p.93-104

2016

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ICASSP 2023 Auditory EEG Decoding Challenge

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-2

2023

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Joint training of non-negative Tucker decomposition and discrete density hidden Markov models

Computer speech & language, 2013-06, Vol.27 (4), p.969-988

2013

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SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants

Data (Basel), 2024-08, Vol.9 (8), p.94

2024

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Auditory EEG Decoding Challenge for ICASSP 2023

IEEE open journal of signal processing, 2024, Vol.5, p.652-661

2024

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Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition

IEEE/ACM transactions on audio, speech, and language processing, 2015-11, Vol.23 (11), p.1788-1799

2015

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Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint

IEEE/ACM transactions on audio, speech, and language processing, 2017-10, Vol.25 (10), p.2024-2035

2017

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Decoding of the speech envelope from EEG using the VLAAI deep neural network

Classifying coherent versus nonsense speech perception from EEG using linguistic speech features

Rapid speaker adaptation in latent speaker space with non-negative matrix factorization

Automatic voice onset time estimation from reassignment spectra

Benefits of pre-trained mono- and cross-lingual speech representations for spoken language understanding of Dutch dysarthric speech

Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery

Multi-encoder attention-based architectures for sound recognition with partial visual assistance

Cross-Lingual Transfer Learning for Alzheimer's Detection from Spontaneous Speech

Analysis of XLS-R for Speech Quality Assessment

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization

Multitask Learning with Capsule Networks for Speech-to-Intent Applications

An LSTM Based Architecture to Relate Speech Stimulus to Eeg

Using Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition

Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework

Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition

Bidirectional Representations for Low-Resource Spoken Language Understanding

Speaker age estimation using i-vectors

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement

ICASSP 2023 Auditory EEG Decoding Challenge

Joint training of non-negative Tucker decomposition and discrete density hidden Markov models

SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants

Auditory EEG Decoding Challenge for ICASSP 2023

Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition

Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint

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