Bayesian Estimation of Clean Speech Spectral Coefficients Given a Priori Knowledge of the Phase by Gerkmann, Timo

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STFT Phase Reconstruction in Voiced Speech for an Improved Single-Channel Speech Enhancement by Krawczyk, Martin, Gerkmann, Timo

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On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty by Krawczyk-Becker, Martin, Gerkmann, Timo

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A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices by Lemercier, Jean-Marie, Thiemann, Joachim, Koning, Raphael, Gerkmann, Timo

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Causal Diffusion Models for Generalized Speech Enhancement by Richter, Julius, Welker, Simon, Lemercier, Jean-Marie, Lay, Bunlong, Peer, Tal, Gerkmann, Timo

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A Multi-Phase Gammatone Filterbank for Speech Separation Via Tasnet by Ditter, David, Gerkmann, Timo

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Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement by Tesch, Kristina, Gerkmann, Timo

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Front-end technologies for robust ASR in reverberant environments—spectral enhancement-based dereverberation and auditory modulation filterbank features by Xiong, Feifei, Meyer, Bernd T., Moritz, Niko, Rehr, Robert, Anemüller, Jörn, Gerkmann, Timo, Doclo, Simon, Goetze, Stefan

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Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters by Tesch, Kristina, Gerkmann, Timo

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Noise power estimation based on the probability of speech presence by Gerkmann, T., Hendriks, R. C.

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A Survey on Probabilistic Models in Human Perception and Machines by Li, Lux, Rehr, Robert, Bruns, Patrick, Gerkmann, Timo, Röder, Brigitte

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Unbiased MMSE-Based Noise Power Estimation With Low Complexity and Low Tracking Delay by Gerkmann, T., Hendriks, R. C.

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Phase-aware deep speech enhancement: It's all about the frame length by Peer, Tal, Gerkmann, Timo

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SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement by Rehr, Robert, Gerkmann, Timo

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Spatially Selective Deep Non-Linear Filters For Speaker Extraction by Tesch, Kristina, Gerkmann, Timo

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Nonlinear Spatial Filtering in Multichannel Speech Enhancement by Tesch, Kristina, Gerkmann, Timo

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Speech Enhancement and Dereverberation with Diffusion-based Generative Models by Richter, Julius, Welker, Simon, Lemercier, Jean-Marie, Lay, Bunlong, Gerkmann, Timo

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Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models by Fang, Huajian, Gerkmann, Timo

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DriftRec: Adapting Diffusion Models to Blind JPEG Restoration by Welker, Simon, Chapman, Henry N., Gerkmann, Timo

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Distilling Hubert with LSTMs via Decoupled Knowledge Distillation by de Oliveira, Danilo, Gerkmann, Timo

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