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T

Timo Gerkmann

university of hamburg

29H指数
243论文数
4.1K被引数
收录论文 24
发表时间
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Dynamics of Collective Group Affect: Group-Level Annotations and the Multimodal Modeling of Convergence and Divergence集体群体情感的动态：群体层面的注释及收敛与发散的多模态建模
errIEEE Transactions on Affective Computing
IF9.8
err2025-12-12
err0
PREAI
errNavin Raj Prabhu; Maria Tsfasman; Catharine Oertel; Timo Gerkmann; Nale Lehmann-Willenbrock
err分享
err收藏
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition Using Bayesian Neural Networks and Label Distribution Learning基于贝叶斯神经网络和标签分布学习的语音情感识别中的端到端标签不确定性建模
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2024-04-01
err1
errOAAI
errPrabhu, Navin Raj; Lehmann-Willenbrock, Nale; Gerkmann, Timo
err分享
err收藏
Multi-Channel Speech Separation Using Spatially Selective Deep Non-Linear Filters
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2024-01-01
err10
errOAAI
errTesch, Kristina; Gerkmann, Timo
err分享
err收藏
DriftRec: Adapting Diffusion Models to Blind JPEG Restoration
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2024-01-01
err0
errOAAI
errWelker, Simon; Chapman, Henry N.; Gerkmann, Timo
err分享
err收藏
StoRM: A Diffusion-Based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err24
errOAAI
errLemercier, Jean-Marie; Richter, Julius; Welker, Simon; Gerkmann, Timo
err分享
err收藏
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err62
errOAAI
errRichter, Julius; Welker, Simon; Lemercier, Jean-Marie; Lay, Bunlong; Gerkmann, Timo
err分享
err收藏
Integrating Uncertainty Into Neural Network-Based Speech Enhancement
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err4
errOAAI
errFang, Huajian; Becker, Dennis; Wermter, Stefan; Gerkmann, Timo
err分享
err收藏
Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech Enhancement
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err31
errOAAI
errTesch, Kristina; Gerkmann, Timo
err分享
err收藏
Efficient Joint Estimation of Tracer Distribution and Background Signals in Magnetic Particle Imaging Using a Dictionary Approach
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2021-12-01
err11
errOAAI
errKnopp, Tobias; Grosser, Mirco; Graeser, Matthias; Gerkmann, Timo; Moeddel, Martin
err分享
err收藏
Nonlinear Spatial Filtering in Multichannel Speech Enhancement
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2021-01-01
err13
errOAAI
errTesch, Kristina; Gerkmann, Timo
err分享
err收藏
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2021-01-01
err12
errOAAI
errRehr, Robert; Gerkmann, Timo
err分享
err收藏
Correction of linear system drifts in magnetic particle imaging
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2019-06-20
err13
PREAI
errKnopp, T.; Gdaniec, N.; Rehr, R.; Graeser, M.; Gerkmann, T.
err分享
err收藏
On Speech Enhancement Under PSD Uncertainty
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2018-06-01
err8
PREAI
errKrawczyk-Becker, Martin; Gerkmann, Timo
err分享
err收藏
On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2018-02-01
err16
errOAAI
errRehr, Robert; Gerkmann, Timo
err分享
err收藏
An Analysis of Adaptive Recursive Smoothing with Applications to Noise PSD Estimation
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2017-02-01
err3
PREAI
errRehr, Robert; Gerkmann, Timo
err分享
err收藏
On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2016-12-01
err26
PREAI
errKrawczyk-Becker, Martin; Gerkmann, Timo
err分享
err收藏
Fundamental Frequency Informed Speech Enhancement in a Flexible Statistical Framework
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2016-05-01
err7
PREAI
errKrawczyk-Becker, Martin; Gerkmann, Timo
err分享
err收藏
Noise Power Spectral Density Estimation Using MaxNSR Blocking Matrix
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2015-09-01
err33
PREAI
errWang, Lin; Gerkmann, Timo; Doclo, Simon
err分享
err收藏
Multi-Channel Linear Prediction-Based Speech Dereverberation With Sparse Priors
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2015-09-01
err105
PREAI
errJukic, Ante; van Waterschoot, Toon; Gerkmann, Timo; Doclo, Simon
err分享
err收藏
Phase Processing for Single-Channel Speech Enhancement
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2015-03-01
err200
PREAI
errGerkmann, Timo; Krawczyk-Becker, Martin; Le Roux, Jonathan
err分享
err收藏

研究方向

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合作学者
合作期刊
H
Henry N. Chapman
H 指数: 89 · 论文数: 693
T
Tobias Knopp
H 指数: 43 · 论文数: 388
S
Stefan Wermter
H 指数: 42 · 论文数: 635
J
Jonathan Le Roux
H 指数: 38 · 论文数: 210
N
Nale Lehmann‐Willenbrock
H 指数: 38 · 论文数: 193
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