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Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks

IEEE/ACM transactions on audio, speech, and language processing, 2017-10, Vol.25 (10), p.1901-1913

2017

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Decorrelation of Neutral Vector Variables: Theory and Applications

IEEE transaction on neural networks and learning systems, 2018-01, Vol.29 (1), p.129-143

2018

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An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.1368-1396

2021

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On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.825-838

2020

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Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

IEEE transaction on neural networks and learning systems, 2018-10, Vol.29 (10), p.4633-4644

2018

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Permutation invariant training of deep models for speaker-independent multi-talker speech separation

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.241-245

2017

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Synaptic Metaplasticity Realized in Oxide Memristive Devices

Advanced materials (Weinheim), 2016-01, Vol.28 (2), p.377-384

2016

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Quasi‐Hodgkin–Huxley Neurons with Leaky Integrate‐and‐Fire Functions Physically Realized with Memristive Devices

Advanced materials (Weinheim), 2019-01, Vol.31 (3), p.e1803849-n/a

2019

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Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization

IEEE transactions on pattern analysis and machine intelligence, 2022-09, Vol.44 (9), p.4605-4625

2022

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Adaptive protection combined with machine learning for microgrids

IET generation, transmission & distribution, 2019-03, Vol.13 (6), p.770-779

2019

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A Dual-Polarized Reconfigurable Reflectarray With a Thin Liquid Crystal Layer and 2-D Beam Scanning

IEEE transactions on antennas and propagation, 2023-04, Vol.71 (4), p.3282-3293

2023

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Deep Spoken Keyword Spotting: An Overview

IEEE access, 2022, Vol.10, p.4169-4199

2022

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Speech Intelligibility Potential of General and Specialized Deep Neural Network Based Speech Enhancement Systems

IEEE/ACM transactions on audio, speech, and language processing, 2017-01, Vol.25 (1), p.153-167

2017

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Vocal Tract Length Perturbation for Text-Dependent Speaker Verification With Autoregressive Prediction Coding

IEEE signal processing letters, 2021, Vol.28, p.364-368, Article 364

2021

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Synaptic Suppression Triplet‐STDP Learning Rule Realized in Second‐Order Memristors

Advanced functional materials, 2018-01, Vol.28 (5), p.n/a

2018

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OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer

IEEE transactions on image processing, 2020-01, Vol.29, p.6482-6495

2020

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DNN Filter Bank Cepstral Coefficients for Spoofing Detection

IEEE access, 2017, Vol.5, p.4779-4787

2017

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SketchSegNet+: An End-to-End Learning of RNN for Multi-Class Sketch Semantic Segmentation

IEEE access, 2019, Vol.7, p.102717-102726

2019

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A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.2254-2266

2021

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On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables

IEEE transaction on neural networks and learning systems, 2023-04, Vol.34 (4), p.1823-1837

2023

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Monaural Speech Enhancement Using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.5059-5063

2018

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Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification

IEEE/ACM transactions on audio, speech, and language processing, 2019-08, Vol.27 (8), p.1267-1279

2019

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Informed Sound Source Localization Using Relative Transfer Functions for Hearing Aid Applications

IEEE/ACM transactions on audio, speech, and language processing, 2017-03, Vol.25 (3), p.611-623

2017

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On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification

Acoustics (Basel, Switzerland), 2023-09, Vol.5 (3), p.693-713

2023

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Can robots express facial emotions dominantly enough for use in dementia care?

International psychogeriatrics, 2020-07, Vol.32 (7), p.891-892

2020

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Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks

Decorrelation of Neutral Vector Variables: Theory and Applications

An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement

Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

Permutation invariant training of deep models for speaker-independent multi-talker speech separation

Synaptic Metaplasticity Realized in Oxide Memristive Devices

Quasi‐Hodgkin–Huxley Neurons with Leaky Integrate‐and‐Fire Functions Physically Realized with Memristive Devices

Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization

Adaptive protection combined with machine learning for microgrids

A Dual-Polarized Reconfigurable Reflectarray With a Thin Liquid Crystal Layer and 2-D Beam Scanning

Deep Spoken Keyword Spotting: An Overview

Speech Intelligibility Potential of General and Specialized Deep Neural Network Based Speech Enhancement Systems

Vocal Tract Length Perturbation for Text-Dependent Speaker Verification With Autoregressive Prediction Coding

Synaptic Suppression Triplet‐STDP Learning Rule Realized in Second‐Order Memristors

OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer

DNN Filter Bank Cepstral Coefficients for Spoofing Detection

SketchSegNet+: An End-to-End Learning of RNN for Multi-Class Sketch Semantic Segmentation

A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting

On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables

Monaural Speech Enhancement Using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure

Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification

Informed Sound Source Localization Using Relative Transfer Functions for Hearing Aid Applications

On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification

Can robots express facial emotions dominantly enough for use in dementia care?

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