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Bayesian Estimation of Clean Speech Spectral Coefficients Given a Priori Knowledge of the Phase

IEEE transactions on signal processing, 2014-08, Vol.62 (16), p.4199-4208

Gerkmann, Timo

2014

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STFT Phase Reconstruction in Voiced Speech for an Improved Single-Channel Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2014-12, Vol.22 (12), p.1931-1940

2014

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On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty

IEEE/ACM transactions on audio, speech, and language processing, 2016-12, Vol.24 (12), p.2251-2262

2016

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A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices

EURASIP journal on audio, speech, and music processing, 2023-05, Vol.2023 (1), p.18-12, Article 18

2023

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Causal Diffusion Models for Generalized Speech Enhancement

IEEE open journal of signal processing, 2024, Vol.5, p.780-789

2024

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A Multi-Phase Gammatone Filterbank for Speech Separation Via Tasnet

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.36-40

2020

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DFT-Domain Based Single-Microphone Noise Reduction for Speech Enhancement: A Survey of the State of the Art

Synthesis lectures on speech and audio processing, 2013-01, Vol.9 (1), p.1-80

2013

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Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2023-01, Vol.31, p.1-13

2023

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Front-end technologies for robust ASR in reverberant environments—spectral enhancement-based dereverberation and auditory modulation filterbank features

EURASIP journal on advances in signal processing, 2015-08, Vol.2015 (1), p.1-18, Article 70

2015

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Noise power estimation based on the probability of speech presence

2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011, p.145-148

2011

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A Survey on Probabilistic Models in Human Perception and Machines

Frontiers in robotics and AI, 2020-07, Vol.7, p.85-85

2020

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Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters

IEEE/ACM transactions on audio, speech, and language processing, 2024, Vol.32, p.542-553

2024

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Unbiased MMSE-Based Noise Power Estimation With Low Complexity and Low Tracking Delay

IEEE transactions on audio, speech, and language processing, 2012-05, Vol.20 (4), p.1383-1393

2012

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Phase-aware deep speech enhancement: It's all about the frame length

JASA express letters, 2022-10, Vol.2 (10), p.104802-104802

2022

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SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.1937-1949

2021

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Spatially Selective Deep Non-Linear Filters For Speaker Extraction

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

2023

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Nonlinear Spatial Filtering in Multichannel Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.1795-1805

2021

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Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models

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

2023

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DriftRec: Adapting diffusion models to blind JPEG restoration

IEEE transactions on image processing, 2024-01, Vol.33, p.1-1

2024

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Distilling Hubert with LSTMs via Decoupled Knowledge Distillation

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.11711-11715

2024

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An evaluation of the perceptual quality of phase-aware single-channel speech enhancement

The Journal of the Acoustical Society of America, 2016-10, Vol.140 (4), p.EL364-EL369

2016

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On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2018-02, Vol.26 (2), p.357-366

2018

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Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.676-680

2021

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Guided Variational Autoencoder for Speech Enhancement with a Supervised Classifier

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.681-685

2021

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MMSE-Optimal Spectral Amplitude Estimation Given the STFT-Phase

IEEE signal processing letters, 2013-02, Vol.20 (2), p.129-132

2013

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Bayesian Estimation of Clean Speech Spectral Coefficients Given a Priori Knowledge of the Phase

STFT Phase Reconstruction in Voiced Speech for an Improved Single-Channel Speech Enhancement

On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty

A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices

Causal Diffusion Models for Generalized Speech Enhancement

A Multi-Phase Gammatone Filterbank for Speech Separation Via Tasnet

DFT-Domain Based Single-Microphone Noise Reduction for Speech Enhancement: A Survey of the State of the Art

Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement

Front-end technologies for robust ASR in reverberant environments—spectral enhancement-based dereverberation and auditory modulation filterbank features

Noise power estimation based on the probability of speech presence

A Survey on Probabilistic Models in Human Perception and Machines

Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters

Unbiased MMSE-Based Noise Power Estimation With Low Complexity and Low Tracking Delay

Phase-aware deep speech enhancement: It's all about the frame length

SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement

Spatially Selective Deep Non-Linear Filters For Speaker Extraction

Nonlinear Spatial Filtering in Multichannel Speech Enhancement

Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models

DriftRec: Adapting diffusion models to blind JPEG restoration

Distilling Hubert with LSTMs via Decoupled Knowledge Distillation

An evaluation of the perceptual quality of phase-aware single-channel speech enhancement

On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement

Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder

Guided Variational Autoencoder for Speech Enhancement with a Supervised Classifier

MMSE-Optimal Spectral Amplitude Estimation Given the STFT-Phase

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