Mads Græsbøll Christensen

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 159

Top Venues

ICASSP

EUSIPCO

IEEE ACM Trans. Audio Speech Lang. Process.

CoRR

Publications

Vinal Patel, Sankha Subhra Bhattacharjee, Jesper Rindom Jensen, Mads Græsbøll Christensen, Jacob Benesty
Nonlinear acoustic echo cancellation using low-complexity low-rank recursive least-squares algorithms. Signal Process. 225 (2024)
Wenrui Yu, Qiongxiu Li, Milan Lopuhaä-Zwakenberg, Mads Græsbøll Christensen, Richard Heusdens
Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization. CoRR (2024)
Debang Liu, Tianqi Zhang, Mads Græsbøll Christensen, Chen Yi, Ying Wei
Multi-layer encoder-decoder time-domain single channel speech separation. Pattern Recognit. Lett. 181 (2024)
Srikanth Burra, Asutosh Kar, Mads Græsbøll Christensen
Conjugate Gradient Based Adaptive Algorithm for Nonlinear AEC. ICASSP (2024)
Sankha Subhra Bhattacharjee, Srikanth Burra, Jesper Rindom Jensen, Liming Shi, Guoli Ping, Jingkai Weng, Mads Græsbøll Christensen
Broadband Personal Sound Zone Control in the Presence of Nonlinearities. ICASSP (2024)
Yurii Iotov, Sidsel Marie Nørholm, Peter John McCutcheon, Mads Græsbøll Christensen
Improving Speech Attenuation in Headphones using Harmonic Model Decomposition and Multiple-Frequency ANC. ICASSP (2024)
Qinzheng Zhang, Haiyan Wang, Jesper Rindom Jensen, Shuai Tao, Mads Græsbøll Christensen
Time-Frequency Bins Selection for Direction of Arrival Estimation Based on Speech Presence Probability Learning. Circuits Syst. Signal Process. 43 (5) (2024)
Zonglong Bai, Junyan Zhang, Liming Shi, Mads Græsbøll Christensen
Approximating the zero-norm penalized sparse signal recovery using a hierarchical Bayesian framework. Signal Process. 218 (2024)
Usama Saqib, Mads Græsbøll Christensen, Jesper Rindom Jensen
Robust acoustic reflector localization using a modified EM algorithm. EURASIP J. Audio Speech Music. Process. 2024 (1) (2024)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Shuai Tao, Himavanth Reddy, Jesper Rindom Jensen, Mads Græsbøll Christensen
Frequency Bin-Wise Single Channel Speech Presence Probability Estimation Using Multiple DNNS. ICASSP (2023)
Sankha Subhra Bhattacharjee, Liming Shi, Guoli Ping, Xiaoxiang Shen, Mads Græsbøll Christensen
Study And Design Of Robust Personal Sound Zones With Vast Using Low Rank Rirs. ICASSP (2023)
Constantin Paleologu, Jacob Benesty, Cristian Lucian Stanciu, Jesper Rindom Jensen, Mads Græsbøll Christensen, Silviu Ciochina
Recursive least-squares algorithm based on a third-order tensor decomposition for low-rank system identification. Signal Process. 213 (2023)
Junqing Zhang, Liming Shi, Mads Græsbøll Christensen, Wen Zhang, Lijun Zhang, Jingdong Chen
CGMM-Based Sound Zone Generation Using Robust Pressure Matching With ATF Perturbation Constraints. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Sankha Subhra Bhattacharjee, Mads Græsbøll Christensen, Jacob Benesty
Study of Sparsity Emanating from NKPD and its Utilization to Enhance NKPD based Adaptive Algorithms. EUSIPCO (2023)
Shuai Tao, Himavanth Reddy, Jesper Rindom Jensen, Mads Græsbøll Christensen
Frequency bin-wise single channel speech presence probability estimation using multiple DNNs. CoRR (2023)
Lei Li, Yi-Fei Pu, Sankha Subhra Bhattacharjee, Mads Græsbøll Christensen
Widely linear complex-valued hyperbolic secant adaptive filtering algorithm and its performance analysis. Signal Process. 212 (2023)
Jesper Kjær Nielsen, Mads Græsbøll Christensen, Jesper Bünsow Boldt
An Analysis of Traditional Noise Power Spectral Density Estimators Based on the Gaussian Stochastic Volatility Model. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yurii Iotov, Sidsel Marie Nørholm, Valiantsin Belyi, Mads Græsbøll Christensen
Non-Stationary Prediction for Addressing the Non-Causality Problem in Fixed-Filter ANC Headphones for Speech Reduction. EUSIPCO (2023)
Zonglong Bai, Liming Shi, Jinwei Sun, Mads Græsbøll Christensen
Space alternating variational estimation based sparse Bayesian learning for complex-value sparse signal recovery using adaptive Laplace priors. IET Signal Process. 17 (3) (2023)
Vinal Patel, Sankha Subhra Bhattacharjee, Mads Græsbøll Christensen
Generalized Soft-Root-Sign Based Robust Sparsity-Aware Adaptive Filters. IEEE Signal Process. Lett. 30 (2023)
Yuhan Li, Jesper Rindom Jensen, Maozhong Fu, Zhenmiao Deng, Mads Græsbøll Christensen
Sparse Bayesian Learning Based Three-Dimensional Imaging for Antenna Array Radar. ICASSP (2023)
Debang Liu, Tianqi Zhang, Mads Græsbøll Christensen, Ying Wei, Zeliang An
Audio-Visual Fusion using Multiscale Temporal Convolutional Attention for Time-Domain Speech Separation. INTERSPEECH (2023)
Wenzhao Zhu, Lei Luo, Jinwei Sun, Mads Græsbøll Christensen
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
An adaptive autoregressive pre-whitener for speech and acoustic signals based on parametric NMF. Speech Commun. 151 (2023)
Yurii Iotov, Sidsel Marie Nørholm, Valiantsin Belyi, Mads Græsbøll Christensen
Adaptive Sparse Linear Prediction in Fixed-Filter ANC Headphone Applications for Multi-Speaker Speech Reduction. WASPAA (2023)
Shuai Tao, Yang Xiang, Himavanth Reddy, Jesper Rindom Jensen, Mads Græsbøll Christensen
Single Channel Speech Presence Probability Estimation based on Hybrid Global-Local Information. WASPAA (2023)
Maozhong Fu, Yuhan Li, Zhenmiao Deng, Haixin Sun, Mads Græsbøll Christensen
High-Resolution and Accurate RV Map Estimation by Spare Bayesian Learning. IEEE Trans. Veh. Technol. 71 (9) (2022)
Yurii Iotov, Sidsel Marie Nørholm, Valiantsin Belyi, Mads Dyrholm, Mads Græsbøll Christensen
Computationally Efficient Fixed-Filter ANC for Speech Based on Long-Term Prediction for Headphone Applications. ICASSP (2022)
Junqing Zhang, Liming Shi, Mads Græsbøll Christensen, Wen Zhang, Lijun Zhang, Jingdong Chen
Robust Acoustic Contrast Control with Positive Semidefinite Constraint Using Iterative POTDC Algorithm. IWAENC (2022)
Yang Xiang, Liming Shi, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A speech enhancement algorithm based on a non-negative hidden Markov model and Kullback-Leibler divergence. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization. Signal Process. 194 (2022)
Qiongxiu Li, Milan Lopuhaä-Zwakenberg, Richard Heusdens, Mads Græsbøll Christensen
Two for the price of one: communication efficient and privacy-preserving distributed average consensus using quantization. EUSIPCO (2022)
Zhenhua Zhou, Lei Huang, Mads Græsbøll Christensen, Shengli Zhang
Robust Spectral Analysis of Multi-Channel Sinusoidal Signals in Impulsive Noise Environments. IEEE Trans. Signal Process. 70 (2022)
Maozhong Fu, Jesper Rindom Jensen, Yuhan Li, Mads Græsbøll Christensen
Sparse Modeling of The Early Part of Noisy Room Impulse Responses with Sparse Bayesian Learning. ICASSP (2022)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Bayesian Permutation training deep representation learning method for speech enhancement with variational autoencoder. CoRR (2022)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Bayesian Permutation Training Deep Representation Learning Method for Speech Enhancement with Variational Autoencoder. ICASSP (2022)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training. CoRR (2022)
Qiongxiu Li, Jaron Skovsted Gundersen, Katrine Tjell, Rafal Wisniewski, Mads Græsbøll Christensen
Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation. CoRR (2022)
Junqing Zhang, Liming Shi, Mads Græsbøll Christensen, Wen Zhang, Lijun Zhang, Jingdong Chen
Robust Pressure Matching with ATF Perturbation Constraints for Sound Field Control. ICASSP (2022)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A deep representation learning speech enhancement method using β-VAE. CoRR (2022)
Qiongxiu Li, Jaron Skovsted Gundersen, Katrine Tjell, Rafal Wisniewski, Mads Græsbøll Christensen
Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model Using Subspace Perturbation. ICASSP (2022)
Srikanth Burra, Asutosh Kar, Mads Græsbøll Christensen
An Improved Functional Link Architecture for Nonlinear AEC. EUSIPCO (2022)
Liming Shi, Guoli Ping, Xiaoxiang Shen, Mads Græsbøll Christensen
Generation of Personal Sound Fields in Reverberant Environments Using Interframe Correlation. ICASSP (2022)
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A deep representation learning speech enhancement method using β-VAE. EUSIPCO (2022)
Antonio Jesús Muñoz-Montoro, Pedro Vera-Candeas, Mads Græsbøll Christensen
A Coherence-based Clustering Method for Multichannel Speech Enhancement in Wireless Acoustic Sensor Networks. EUSIPCO (2021)
Yang Xiang, Liming Shi, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Novel NMF-HMM Speech Enhancement Algorithm Based on Poisson Mixture Model. ICASSP (2021)
Yuki Saishu, Amir Hossein Poorjam, Mads Græsbøll Christensen
A CNN-based approach to identification of degradations in speech signals. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Taewoong Lee, Liming Shi, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Fast Generation of Sound Zones Using Variable Span Trade-Off Filters in the DFT-Domain. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Qiongxiu Li, Jaron Skovsted Gundersen, Richard Heusdens, Mads Græsbøll Christensen
Privacy-Preserving Distributed Processing: Metrics, Bounds and Algorithms. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation. CoRR (2021)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Communication efficient privacy-preserving distributed optimization using adaptive differential quantization. CoRR (2021)
Liming Shi, Taewoong Lee, Lijun Zhang, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Generation of Personal Sound Zones With Physical Meaningful Constraints and Conjugate Gradient Method. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zonglong Bai, Liming Shi, Jesper Rindom Jensen, Jinwei Sun, Mads Græsbøll Christensen
Acoustic DOA estimation using space alternating sparse Bayesian learning. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Amir Hossein Poorjam, Mathew Shaji Kavalekalam, Liming Shi, Yordan P. Raykov, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
Automatic quality control and enhancement for voice-based remote Parkinson's disease detection. Speech Commun. 127 (2021)
Barry G. Quinn, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Fast algorithms for fundamental frequency estimation in autoregressive noise. Signal Process. 180 (2021)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation. Interspeech (2021)
Yang Xiang, Liming Shi, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
An NMF-HMM Speech Enhancement Method Based on Kullback-Leibler Divergence. INTERSPEECH (2020)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Convex optimization-based Privacy-Preserving Distributed Least Squares via Subspace Perturbation. EUSIPCO (2020)
Qiongxiu Li, Jaron Skovsted Gundersen, Richard Heusdens, Mads Græsbøll Christensen
Privacy-Preserving Distributed Processing: Metrics, Bounds, and Algorithms. CoRR (2020)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework. IEEE Trans. Signal Process. 68 (2020)
Taewoong Lee, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Signal-Adaptive and Perceptually Optimized Sound Zones With Variable Span Trade-Off Filters. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Zihao Cui, Changchun Bao, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Autoregressive Parameter Estimation with Dnn-Based Pre-Processing. ICASSP (2020)
Liming Shi, Taewoong Lee, Lijun Zhang, Jesper Kjær Nielsen, Mads Græsbøll Christensen
A Fast Reduced-Rank Sound Zone Control Algorithm Using The Conjugate Gradient Method. ICASSP (2020)
Jesper Rindom Jensen, Sam Karimian-Azari, Mads Græsbøll Christensen, Jacob Benesty
Harmonic beamformers for speech enhancement and dereverberation in the time domain. Speech Commun. 116 (2020)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework. CoRR (2020)
Qiongxiu Li, Mario Coutino, Geert Leus, Mads Græsbøll Christensen
Privacy-Preserving Distributed Graph Filtering. EUSIPCO (2020)
Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen
Convex Optimisation-Based Privacy-Preserving Distributed Average Consensus in Wireless Sensor Networks. ICASSP (2020)
Yang Xiang, Liming Shi, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen
A Speech Enhancement Algorithm based on Non-negative Hidden Markov Model and Kullback-Leibler Divergence. CoRR (2020)
Alfredo Esquivel Jaramillo, Andreas Jakobsson, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Robust Fundamental Frequency Estimation in Coloured Noise. ICASSP (2020)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
A Study on How Pre-whitening Influences Fundamental Frequency Estimation. ICASSP (2019)
Qiongxiu Li, Ignacio Cascudo, Mads Græsbøll Christensen
Privacy-Preserving Distributed Average Consensus based on Additive Secret Sharing. EUSIPCO (2019)
Taewoong Lee, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Towards Perceptually Optimized Sound Zones: A Proof-of-concept Study. ICASSP (2019)
Mathew Shaji Kavalekalam, Jesper Kjær Nielsen, Mads Græsbøll Christensen, Jesper Bünsow Boldt
Hearing Aid-controlled Beamformer for Binaural Speech Enhancement Using a Model-based Approach. ICASSP (2019)
Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
Bayesian Pitch Tracking Based on the Harmonic Model. CoRR (2019)
Zhenhua Zhou, Mads Græsbøll Christensen, Jesper Rindom Jensen, Shengli Zhang
Parametric Modeling for Two-Dimensional Harmonic Signals With Missing Harmonics. IEEE Access 7 (2019)
Amir Hossein Poorjam, Yordan P. Raykov, Reham Badawy, Jesper Rindom Jensen, Mads Græsbøll Christensen, Max A. Little
Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring Using the Infinite Hidden Markov Model. ICASSP (2019)
Bjarke Skogstad Larsen, Simon Winther, Louise Nissen, Axel Diederichsen, Morten Bøttcher, Johannes J. Struijk, Mads Græsbøll Christensen, Samuel Emil Schmidt
Autoregressive Whitening Filtering of Phonocardiography Signals for Detection of Coronary Artery Disease. CinC (2019)
Charlotte Sørensen, Jesper Bünsow Boldt, Mads Græsbøll Christensen
Harmonic Beamformers for Non-Intrusive Speech Intelligibility Prediction. INTERSPEECH (2019)
Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen
Quality Control in Remote Speech Data Collection. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
Adaptive Pre-whitening Based on Parametric NMF. EUSIPCO (2019)
Martin Weiss Hansen, Jesper Rindom Jensen, Mads Græsbøll Christensen
Estimation of Fundamental Frequencies in Stereophonic Music Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. 27 (2) (2019)
Amir Hossein Poorjam, Mathew Shaji Kavalekalam, Liming Shi, Yordan P. Raykov, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson's Disease Detection. CoRR (2019)
Jacob Møller Hjerrild, Silvin Willemsen, Mads Græsbøll Christensen
Physical Models For Fast Estimation Of Guitar String, Fret And Plucking Position. WASPAA (2019)
Mathew Shaji Kavalekalam, Jesper Kjær Nielsen, Jesper Bünsow Boldt, Mads Græsbøll Christensen
Model-Based Speech Enhancement for Intelligibility Improvement in Binaural Hearing Aids. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Zonglong Bai, Jinwei Sun, Jesper Rindom Jensen, Mads Græsbøll Christensen
Indoor Sound Source Localization based on Sparse Bayesian Learning and Compressed Data. EUSIPCO (2019)
Zonglong Bai, Jesper Rindom Jensen, Jinwei Sun, Mads Græsbøll Christensen
A Sparse Bayesian Learning Based RIR Reconstruction Method for Acoustic Toa And DOA Estimation. WASPAA (2019)
Jacob Møller Hjerrild, Mads Græsbøll Christensen
Estimation of Guitar String, Fret and Plucking Position Using Parametric Pitch Estimation. ICASSP (2019)
Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
Robust Bayesian Pitch Tracking Based on the Harmonic Model. IEEE ACM Trans. Audio Speech Lang. Process. 27 (11) (2019)
Qiongxiu Li, Mads Græsbøll Christensen
A Privacy-Preserving Asynchronous Averaging Algorithm based on Shamir's Secret Sharing. EUSIPCO (2019)
Charlotte Sørensen, Jesper B. Boldt, Mads Græsbøll Christensen
Validation of the Non-Intrusive Codebook-Based Short Time Objective Intelligibility Metric for Processed Speech. INTERSPEECH (2019)
Jesper Kjær Nielsen, Mathew Shaji Kavalekalam, Mads Græsbøll Christensen, Jesper Bünsow Boldt
Model-Based Noise PSD Estimation from Speech in Non-Stationary Noise. ICASSP (2018)
Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen
A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices. ICASSP (2018)
Jacob Moller Hjerrild, Mads Græsbøll Christensen
Estimation of Source Panning Parameters and Segmentation of Stereophonic Mixtures. ICASSP (2018)
Alfredo Esquivel Jaramillo, Jesper Kjær Nielsen, Mads Græsbøll Christensen
On Optimal Filtering for Speech Decomposition. EUSIPCO (2018)
Mahmoud Fakhry, Amir Hossein Poorjam, Mads Græsbøll Christensen
Speech Enhancement by Classification of Noisy Signals Decomposed Using NMF and Wiener Filtering. EUSIPCO (2018)
Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen
A Parametric Approach for Classification of Distortions in Pathological Voices. ICASSP (2018)
Taewoong Lee, Jesper Kjær Nielsen, Jesper Rindom Jensen, Mads Græsbøll Christensen
A Unified Approach to Generating Sound Zones Using Variable Span Linear Filters. ICASSP (2018)
Daniele Giacobello, Manohar N. Murthi, Tobias Lindstrøm Jensen, Mads Græsbøll Christensen
Revisiting the Linear Prediction Analysis-by-Synthesis Speech Coding Paradigm Using Real-Time Convex Optimization. ACSSC (2018)
Mathew Shaji Kavalekalam, Jesper Kjær Nielsen, Mads Græsbøll Christensen, Jesper Bünsow Boldt
Model Based Estimation of STP Parameters for Binaural Speech Enhancement. EUSIPCO (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mads Græsbøll Christensen