• Rendsburggade 14, 6-335

    9000 Aalborg

    Danmark

20022022

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  • 2022

    PRIVACY-PRESERVING DISTRIBUTED EXPECTATION MAXIMIZATION FOR GAUSSIAN MIXTURE MODEL USING SUBSPACE PERTURBATION

    Li, Q., Gundersen, J. S., Tjell, K., Wisniewski, R. & Christensen, M. G., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE Signal Processing Society, s. 4263-4267 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Bind 2022-May).

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  • 2021

    A COHERENCE-BASED CLUSTERING METHOD FOR MULTICHANNEL SPEECH ENHANCEMENT IN WIRELESS ACOUSTIC SENSOR NETWORKS

    Muñoz-Montoro, A., Vera-Candeas, P. & Christensen, M. G., 8 dec. 2021, 2021 29th European Signal Processing Conference (EUSIPCO). IEEE, s. 1130-1134 5 s. 9616074. (Proceedings of the European Signal Processing Conference).

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  • A novel NMF-HMM speech enhancement algorithm based on Poisson mixture model

    Xiang, Y., Shi, L., Lisby Højvang, J., Højfeldt Rasmussen, M. & Christensen, M. G., 11 jun. 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 721-725 5 s. 9414620. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    9 Downloads (Pure)
  • Convex optimization-based Privacy-Preserving Distributed Least Squares via Subspace Perturbation

    Li, Q., Heusdens, R. & Christensen, M. G., 2021, 28th European Signal Processing Conference (EUSIPCO). IEEE, s. 2110-2114 5 s. 9287473. (Proceedings of the European Signal Processing Conference).

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    2 Citationer (Scopus)
    47 Downloads (Pure)
  • Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation

    Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., 2021, Proc. Interspeech 2021. s. 1164-1168

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  • 2020

    A fast reduced-rank sound zone control algorithm using the conjugate gradient method

    Shi, L., Lee, T., Zhang, L., Nielsen, J. K. & Christensen, M. G., 14 maj 2020, International Conference on Acoustics, Speech, and Signal Processing. IEEE, s. 436-440 5 s. 9054461. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    6 Citationer (Scopus)
    97 Downloads (Pure)
  • A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference

    Zhu, W., Luo, L., Sun, J. & Christensen, M. G., 11 dec. 2020, 2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020. IEEE, s. 1072-1076 5 s. 9344981

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  • An NMF-HMM Speech Enhancement Method based on Kullback-Leibler Divergence

    Xiang, Y., Shi, L., Lisby Højvang, J., Højfeldt Rasmussen, M. & Christensen, M. G., 22 okt. 2020, Interspeech. s. 2667-2671 5 s.

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    4 Citationer (Scopus)
    95 Downloads (Pure)
  • A robust approach to the order detection for the damped sinusoids based on the shift-invariance property

    Zhou, Z., Liu, Y., Christensen, M. G. & Chen, K., 2020, IEEE International Conference on Signal Processing. IEEE, 5 s. 9320995. (International Conference on Signal Processing. Proceedings).

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    1 Citationer (Scopus)
    28 Downloads (Pure)
  • Autoregressive Parameter Estimation with DNN-based Pre-processing

    Cui, Z., Bao, C., Nielsen, J. K. & Christensen, M. G., maj 2020, Proceedings of the International Conference on Acousics, Speech, and Signal Processing. IEEE, s. 6759-6763 5 s. 9053755. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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    2 Citationer (Scopus)
    173 Downloads (Pure)
  • Convex optimisation-based privacy-preserving distributed average consensus in wireless sensor networks

    Li, Q., Heusdens, R. & Christensen, M. G., 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, s. 5895-5899 5 s. 9053348. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    10 Citationer (Scopus)
    197 Downloads (Pure)
  • Linear prediction approach to the robust parameter estimation for the damped sinusoids

    Zhou, Z., Liu, Y., Christensen, M. G. & Chen, K., 2020, 15th IEEE International Conference on Signal Processing (ICSP). IEEE, 5 s. 9320918. (IEEE International Conference on Signal Processing (ICSP)).

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    1 Citationer (Scopus)
    23 Downloads (Pure)
  • Performance Comparison of AR Codebook Training for Speech Processing

    Cui, Z., Bao, C., Nielsen, J. K. & Christensen, M. G., 2020, 2020 15th IEEE International Conference on Signal Processing (ICSP). IEEE Signal Processing Society, s. 131-135 5 s. 9320929. (IEEE International Conference on Signal Processing (ICSP)).

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    37 Downloads (Pure)
  • Privacy-Preserving Distributed Graph Filtering

    Li, Q., Coutino, M., Leus, G. & Christensen, M. G., 2020, 28th European Signal Processing Conference (EUSIPCO). IEEE Signal Processing Society, s. 2155-2159 9287429. (Proceedings of the European Signal Processing Conference).

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    6 Citationer (Scopus)
    74 Downloads (Pure)
  • Robust Fundamental Frequency Estimation in Coloured Noise

    Esquivel Jaramillo, A., Jakobsson, A., Nielsen, J. K. & Christensen, M. G., 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020. IEEE, 9053018. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    3 Citationer (Scopus)
    150 Downloads (Pure)
  • Transfer Learning for Identifying Impedance Estimation in Voltage Source Inverters

    Zhang, M., Wang, X., Yang, D., Cui, Z. & Christensen, M. G., okt. 2020, ECCE 2020 - IEEE Energy Conversion Congress and Exposition. IEEE, s. 6170-6174 5 s. 9236090. (ECCE 2020 - IEEE Energy Conversion Congress and Exposition).

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    3 Citationer (Scopus)
  • 2019

    Adaptive Pre-whitening Based on Parametric NMF

    Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., sep. 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 8902763. (Proceedings of the European Signal Processing Conference).

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    3 Citationer (Scopus)
    112 Downloads (Pure)
  • A Privacy-Preserving Asynchronous Averaging Algorithm based on Shamir’s Secret Sharing

    Li, Q. & Christensen, M. G., sep. 2019, 27th European Signal Processing Conference. IEEE Signal Processing Society, 5 s. 8903166. (Proceedings of the European Signal Processing Conference).

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    5 Citationer (Scopus)
    110 Downloads (Pure)
  • A Sparse Bayesian Learning Based RIR Reconstruction Method for Acoustic TOA and DOA Estimation

    Bai, Z., Jensen, J. R., Sun, J. & Christensen, M. G., 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, s. 393-397 5 s. 8937087. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)).

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    2 Citationer (Scopus)
  • A Study on how Pre-whitening Influences Fundamental Frequency Estimation

    Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., maj 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, s. 6495-6499 5 s. 8683653. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    8 Citationer (Scopus)
    394 Downloads (Pure)
  • Estimation of Guitar String, Fret and Plucking Position Using Parametric Pitch Estimation

    Hjerrild, J. M. & Christensen, M. G., maj 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 151-155 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    5 Citationer (Scopus)
    356 Downloads (Pure)
  • Hearing aid-controlled beamformer for binaural speech enhancement using a model-based approach

    Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J., maj 2019, 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 321-325 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    1 Citationer (Scopus)
    222 Downloads (Pure)
  • Indoor Sound Source Localization based on Sparse Bayesian Learning and Compressed Data

    Bai, Z., Sun, J., Jensen, J. R. & Christensen, M. G., 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 8903069. (Proceedings of the European Signal Processing Conference).

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    1 Citationer (Scopus)
  • Physical Models for Fast Estimation of Guitar String, Fret and Plucking Position

    Hjerrild, J. M., Willemsen, S. & Christensen, M. G., okt. 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. New Paltz, NY: IEEE, s. 155-159 5 s. 8937157. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)).

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    2 Citationer (Scopus)
    235 Downloads (Pure)
  • Privacy-Preserving Distributed Average Consensus based on Additive Secret Sharing

    Li, Q., Cascudo, I. & Christensen, M. G., sep. 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. IEEE Signal Processing Society, (Proceedings of the European Signal Processing Conference).

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    9 Citationer (Scopus)
    145 Downloads (Pure)
  • Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring using the Infinite Hidden Markov Model

    Alavijeh, A. H. P., Raykov, Y. P., Badawy, R., Jensen, J. R., Christensen, M. G. & Little, M. A., maj 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, s. 805-809 5 s. 8682523. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    9 Citationer (Scopus)
    238 Downloads (Pure)
  • Towards perceptually optimized sound zones: A proof-of-concept study

    Lee, T., Nielsen, J. K. & Christensen, M. G., 17 apr. 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, s. 136-140 5 s. 8682902. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    9 Citationer (Scopus)
    278 Downloads (Pure)
  • 2018

    A Parametric Approach for Classification of Distortions in Pathological Voices

    Poorjam, A. H., Little, M. A., Jensen, J. R. & Christensen, M. G., 10 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 286-290 5 s. 8461316. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    8 Citationer (Scopus)
    184 Downloads (Pure)
  • A Study of Noise PSD Estimators for Single Channel Speech Enhancement

    Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J. B., 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 5464-5468 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    8 Citationer (Scopus)
  • A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices

    Poorjam, A. H., Little, M. A., Jensen, J. R. & Christensen, M. G., 10 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 296-300 5 s. 8462459. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    6 Citationer (Scopus)
    187 Downloads (Pure)
  • A Unified Approach to Generating Sound Zones Using Variable Span Linear Filters

    Lee, T., Nielsen, J. K., Jensen, J. R. & Christensen, M. G., 13 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 491-495 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    12 Citationer (Scopus)
    367 Downloads (Pure)
  • Estimation of Source Panning Parameters and Segmentation of Stereophonic Mixtures

    Hjerrild, J. M. & Christensen, M. G., 10 sep. 2018, IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, s. 426-430 5 s. 8462522. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    2 Citationer (Scopus)
    317 Downloads (Pure)
  • Model based Estimation of STP parameters for Binaural Speech Enhancement

    Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J. B., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, 8553145. (Proceedings of the European Signal Processing Conference).

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    142 Downloads (Pure)
  • Model-based Noise PSD Estimation from Speech in Non-stationary Noise

    Nielsen, J. K., Kavalekalam, M. S., Christensen, M. G. & Boldt, J. B., 10 sep. 2018, IEEE International Conference on Acoustics, Speech, and Signal Processing. Calgary, Canada: IEEE, s. 5424-5428 5 s. 8461683. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    14 Citationer (Scopus)
    843 Downloads (Pure)
  • Model-Based Voice Activity Detection in Wireless Acoustic Sensor Networks

    Zhao, Y., Nielsen, J. K., Christensen, M. G. & Chen, J., sep. 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, s. 425-429 5 s. 8553457. (Proceedings of the European Signal Processing Conference).

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    1 Citationer (Scopus)
    183 Downloads (Pure)
  • Multipitch Estimation Using Block Sparse Bayesian Learning and Intra-block Clustering

    Shi, L., Jensen, J. R., Nielsen, J. K. & Christensen, M. G., 15 apr. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Calgary, Canada: IEEE, s. 666-670 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    5 Citationer (Scopus)
    29 Downloads (Pure)
  • Online Parametric NMF for Speech Enhancement

    Kavalekalam, M. S., Nielsen, J. K., Shi, L., Christensen, M. G. & Boldt, J., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, 5 s. 8553039. (Proceedings of the European Signal Processing Conference).

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    5 Citationer (Scopus)
    242 Downloads (Pure)
  • On Optimal Filtering for Speech Decomposition

    Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, s. 2325-2329 5 s. (Proc. European Signal Processing Conference).

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    3 Citationer (Scopus)
    131 Downloads (Pure)
  • Parametric Multi-Channel Separation and Re-Panning of Harmonics Sources

    Hansen, M. W., Hjerrild, J. M., Christensen, M. G. & Kjeldskov, J., 4 sep. 2018, Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-18), Aveiro, Portugal, September 4–8, 2018. Universidade de Aveiro, Comissão Editorial, 8 s. (International Conference on Digital Audio Effects).

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    2 Citationer (Scopus)
    122 Downloads (Pure)
  • Sound Zones as an Optimal Filtering Problem

    Nielsen, J. K., Lee, T., Jensen, J. R. & Christensen, M. G., 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. IEEE, 5 s. (Asilomar Conference on Signals, Systems and Computers. Conference Record).

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    10 Citationer (Scopus)
    282 Downloads (Pure)
  • Speech Enhancement by Classification of Noisy Signals Decomposed Using NMF and Wiener Filtering

    Fakhry, M., Poorjam, A. H. & Christensen, M. G., 2018, 26th European Signal Processing Conference (EUSIPCO). IEEE, 5 s. 8553123. (Proceedings of the European Signal Processing Conference).

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    8 Citationer (Scopus)
    249 Downloads (Pure)
  • 2017

    A Kalman-based Fundamental Frequency Estimation Algorithm

    Shi, L., Nielsen, J. K., Jensen, J. R., Little, M. A. & Christensen, M. G., 15 okt. 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017). New Paltz, NY, USA, USA: IEEE Press, s. 314-318 5 s. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)).

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    8 Citationer (Scopus)
    80 Downloads (Pure)
  • Automatic analysis of activities in sports arenas using thermal cameras

    Gade, R., Jørgensen, A., Jensen, M. M., Alldieck, T., Abou-Zleikha, M., Christensen, M. G., Moeslund, T. B., Poulsen, M. K., Larsen, R. G. & Franch, J., 24 apr. 2017, 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS): International Workshop on Human Tracking and Behaviour Analysis. IEEE

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    1 Citationer (Scopus)
    600 Downloads (Pure)
  • A variational EM method for pole-zero modeling of speech with mixed block sparse and Gaussian excitation

    Shi, L., Nielsen, J. K., Jensen, J. R. & Christensen, M. G., 28 aug. 2017, The 25th European Signal Processing Conference (EUSIPCO 2017) . IEEE, s. 1784-1788 5 s. (Proceedings of the European Signal Processing Conference).

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    1 Citationer (Scopus)
    12 Downloads (Pure)
  • Distributed Max-SINR Speech Enhancement with Ad Hoc Microphone Arrays

    Tavakoli, V. M., Jensen, J. R., Heusdens, R., Benesty, J. & Christensen, M. G., 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 151-155 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    12 Citationer (Scopus)
  • Dominant distortion classification for pre-processing of vowels in remote biomedical voice analysis

    Poorjam, A. H., Jensen, J. R., Little, M. A. & Christensen, M. G., aug. 2017, Proc. INTERSPEECH 2017. s. 289-293 5 s. (Proceedings of the International Conference on Spoken Language Processing).

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    15 Citationer (Scopus)
    188 Downloads (Pure)
  • Estimation of Multiple Pitches in Stereophonic Mixtures using a Codebook-based Approach

    Hansen, M. W., Jensen, J. R. & Christensen, M. G., 2017, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. IEEE, s. 186-190 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    4 Citationer (Scopus)
    35 Downloads (Pure)
  • Experimental Study of Robust Beamforming Techniques for Acoustic Applications

    Zhao, Y., Jensen, J. R., Christensen, M. G., Doclo, S. & Chen, J., okt. 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, s. 86-90 (I E E E Workshop on Applications of Signal Processing to Audio and Acoustics).

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    9 Citationer (Scopus)
  • Fast Harmonic Chirp Summation

    Nielsen, J. K., Jensen, T. L., Jensen, J. R., Christensen, M. G. & Jensen, S. H., 7 mar. 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    1 Citationer (Scopus)
    312 Downloads (Pure)
  • Harmonic Minimum Mean Squared Error Filters for Multichannel Speech Enhancement

    Jensen, J. R., Christensen, M. G. & Jakobsson, A., 2017, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. IEEE, s. 501-505 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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    5 Citationer (Scopus)