Journal papers

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Dept. of Medical Physics and Acoustics 
Signal Processing Division 
D-26111 Oldenburg 
Germany 

Tel: +49-441-798 5470 
Fax: +49-441-798 3902 
E-mail: simon.doclo@uol.de 

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Journal papers

  1. R. Sinha, C. Rollwage, S. Doclo, Variants of LSTM cells for single-channel speaker-conditioned target speaker extraction, EURASIP Journal on Audio, Speech, and Music Processing, 2024:63.
  2. M. Ohlenbusch, C. Rollwage, S. Doclo, Modeling of speech-dependent own voice transfer characteristics for hearables with an in-ear microphone, Acta Acustica, vol. 8, no. 28, 2024.
  3. R. Varzandeh, S. Doclo, V. Hohmann, Speech-aware Binaural DOA Estimation Utilizing Periodicity and Spatial Features in Convolutional Neural Networks, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 43, pp. 1198-1213, 2024.
  4. M. Tammen, S. Doclo, Parameter Estimation Procedures for Deep Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 31, pp. 3237-3248, 2023.
  5. P. Didier, T. van Waterschoot, S. Doclo, M. Moonen, Sampling Rate Offset Estimation and Compensation for Distributed Adaptive Node-Specific Signal Estimation in Wireless Acoustic Sensor Networks, IEEE Open Journal of Signal Processing, vol. 4, pp. 71-79, 2023.
  6. N. K. Desiraju, S. Doclo, M. Buck, T. Wolff, Joint Online Estimation of Early and Late Residual Echo PSD for Residual Echo Suppression, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 31, pp. 333-344, 2023.
  7. E. Hadad, S. Doclo, S. Nordholm, S. Gannot, A Class of Pareto Optimal Binaural Beamformers, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 30, pp. 2612-2628, 2022.
  8. H. Schepker, F. Denk, B. Kollmeier, S. Doclo, Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices, EURASIP Journal on Audio, Speech, and Music Processing, 2022:15.
  9. A. Aroudi, E. Fischer, M. Serman, H. Puder, S. Doclo, Closed-loop cognitive-driven gain control of competing sounds using auditory attention decoding, Algorithms, special issue on Frontiers in EEG Signal Processing, vol. 14, no. 10, 287, 2021.
  10. M. Fallahi, M. Hansen, S. Doclo, S. van de Par, D. Püschel, M. Blau, Dynamic Binaural Rendering: The Advantage of Virtual Artificial Heads over Conventional Ones for Localization with Speech Signals, Applied Sciences, special issue on Psychoacoustics for Extended Reality, vol. 11, no. 15, 6793, 2021.
  11. M. Fallahi, M. Hansen, S. Doclo, S. van de Par, D. Püschel, M. Blau, Evaluation of head-tracked binaural auralizations of speech signals generated with a virtual artificial head in anechoic and classroom environments, Acta Acustica, vol. 5, no. 30, 2021.
  12. D. Fischer, S. Doclo, Robust Constrained MFMVDR Filters for Single-Channel Speech Enhancement based on Spherical Uncertainty Set, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 29, pp. 618-631, 2021.
  13. N. Gößling, D. Marquardt, S. Doclo, Performance Analysis of the Extended Binaural MVDR Beamformer with Partial Noise Estimation, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 29, pp. 462-476, 2021.
  14. N. Gößling, E. Hadad, S. Gannot, S. Doclo, Binaural LCMV Beamforming with Partial Noise Estimation, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 2942-2955, 2020.
  15. F. Denk, H. Schepker, S. Doclo, B. Kollmeier, Acoustic Transparency in Hearables - Technical Evaluation, Journal of the Audio Engineering Society, vol. 68, no. 7/8, pp. 508–521, Jul./Aug. 2020.
  16. H. Schepker, F. Denk, B. Kollmeier, S. Doclo, Acoustic Transparency in Hearables - Perceptual Sound Quality Evaluations, Journal of the Audio Engineering Society, vol. 68, no. 7/8, pp. 495–507, Jul./Aug. 2020.
  17. N. Gößling, D. Marquardt, S. Doclo, Perceptual Evaluation of Binaural MVDR-based Algorithms to Preserve the Interaural Coherence of Diffuse Noise Fields, Trends in Hearing, vol. 24, pp. 1–18, Apr. 2020.
  18. H. Schepker, S. Nordholm, S. Doclo, Acoustic feedback suppression for multi-microphone hearing devices using a soft-constrained null-steeering beamformer, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 929-940, 2020.
  19. A. Aroudi, S. Doclo, Cognitive-driven binaural beamforming using EEG-based auditory attention decoding, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 862-875, 2020.
  20. T. Dietzen, S. Doclo, M. Moonen, T. van Waterschoot, Square root-based multi-source early PSD estimation and recursive RETF update in reverberant environments by means of the orthogonal Procrustes problem, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 755-769, 2020.
  21. T. Dietzen, S. Doclo, M. Moonen, T. van Waterschoot, Integrated sidelobe cancellation and linear prediction Kalman filter for joint multi-microphone speech dereverberation, interfering speech cancellation, and noise reduction, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 740-754, 2020.
  22. N. K. Desiraju, S. Doclo, M. Buck, T. Wolff, Online Estimation of Reverberation Parameters for Late Residual Echo Suppression, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 28, pp. 77-91, 2020.
  23. T. Sankowsky-Rothe, H. Schepker, S. Doclo, M. Blau, Acoustic feedback path modeling for hearing aids: comparison of physical position based and position independent models, Journal of the Acoustical Society of America, vol. 147, no. 1, pp. 85-100, Jan. 2020.
  24. B. Cauchi, K. Siedenburg, J. F. Santos, T. H. Falk, S. Doclo, S. Goetze, Non-intrusive speech quality prediction using modulation energies and LSTM-network, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 27, no. 7, pp. 1151-1163, Jul. 2019.
  25. A. Aroudi, B. Mirkovic, M. De Vos, S. Doclo, Impact of Different Acoustic Components on EEG-based Auditory Attention Decoding in Noisy and Reverberant Conditions, IEEE Trans. Neural Systems and Rehabilitation Engineering, vol. 27, no. 4, pp. 652-663, Apr. 2019.
  26. H. Schepker, L. T. T. Tran, S. Nordholm, S. Doclo, Null- steering beamformer based feedback cancellation for multi-microphone hearing aids with incoming signal preservation, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 27, no. 4, pp. 679-691, Apr. 2019.
  27. T. Dietzen, A. Spriet, W. Tirry, S. Doclo, M. Moonen, T. van Waterschoot, Comparative Analysis of Generalized Sidelobe Cancellation and Multi-Channel Linear Prediction for Speech Dereverberation and Noise Reduction, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 27, no. 3, pp. 544-558, Mar. 2019.
  28. M. Brandt, S. Doclo, J. Bitzer, Automatic Noise PSD Estimation for Restoration of Archived Audio, Journal of the Audio Engineering Society, vol. 67, no. 1/2, pp. 38-53, Jan/Feb 2019.
  29. J. Rennies, A. Pusch, H. Schepker, S. Doclo, Evaluation of near-end listening enhancement algorithms by combined speech intelligibility and listening effort measurements, Journal of the Acoustical Society of America, vol. 144, no. 4, EL315-EL321, Oct. 2018.
  30. D. Marquardt, S. Doclo, Interaural Coherence Preservation in Binaural Hearing Aids using Partial Noise Estimation and Spectral Postfiltering, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 26, no. 7, pp. 1257-1270, Jul. 2018.
  31. I. Kodrasi, S. Doclo, Analysis of Eigenvalue Decomposition-Based Late Reverberation Power Spectral Density Estimation, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 26, no. 6, pp. 1106-1118, June 2018. *Best Paper Award, VDE Information Technology Society*
  32. S. Braun, A. Kuklasinski, O. Schwartz, O. Thiergart, E. A. P. Habets, S. Gannot, S. Doclo, J. Jensen, Evaluation and Comparison of Late Reverberation Power Spectral Density Estimators, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 26, no. 6, pp. 1056-1071, June 2018.
  33. L. T. T. Tran, S. Nordholm, H. Schepker, H. H. Dam, S. Doclo, Two-Microphone Hearing Aids Using Prediction Error Method for Adaptive Feedback Control, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 26, no. 5, pp. 909-923, May 2018.
  34. I. Kodrasi, S. Doclo, Improving the Conditioning of the Optimization Criterion in Acoustic Multi-Channel Equalization Using Shorter Reshaping Filters, EURASIP Journal on Advances in Signal Processing, 2018:11, pp. 1-13.
  35. S. Nordholm, H. Schepker, L. T. T. Tran, S. Doclo, Stability-Controlled Hybrid Adaptive Feedback Cancellation Scheme for Hearing Aids, Journal of the Acoustical Society of America, vol. 143, no. 1, pp. 150-166, Jan. 2018.
  36. M. Brandt, S. Doclo, T. Gerkmann, J. Bitzer, Impulsive Disturbances in Audio Archives: Signal Classification for Automatic Restoration, Journal of the Audio Engineering Society, vol. 65, no. 10, pp. 826-840, Oct. 2017.
  37. N. K. Desiraju, S. Doclo, T. Wolff, Efficient multichannel acoustic echo cancellation using constrained tap selection schemes in the subband domain, EURASIP Journal on Advances in Signal Processing, 2017:63, pp. 1-16.
  38. I. Kodrasi, S. Doclo, Signal-Dependent Penalty Functions for Robust Acoustic Multi-Channel Equalization, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 25, no. 7, pp. 1512- 1525, Jul. 2017.
  39. E. Rasumow, M. Blau, S. Doclo, S. van de Par, M. Hansen, D. Püschel, V. Mellert, Perceptual evaluation of individualized binaural reproduction using a virtual artificial head, Journal of the Audio Engineering Society, vol. 65, no. 6, pp. 448-459, June 2017.
  40. J. Rennies-Hochmuth, J. Drefs, D. Hülsmeier, H. Schepker, S. Doclo, Extension and evaluation of a near-end listening enhancement algorithm for listeners with normal and impaired hearing, Journal of the Acoustical Society of America, vol. 141, no. 4, pp. 2526-2537, Apr. 2017.
  41. I. Kodrasi, B. Cauchi, S. Goetze, S. Doclo, Instrumental and perceptual evaluation of dereverberation techniques based on robust acoustic multi-channel equalization, Journal of the Audio Engineering Society, vol. 65, no. 1/2, Jan./Feb. 2017, pp. 117-129.
  42. A. Jukić, T. van Waterschoot, T. Gerkmann, S. Doclo, A general framework for incorporating time-frequency domain sparsity in multi-channel speech dereverberation, Journal of the Audio Engineering Society, vol. 65, no. 1/2, Jan./Feb. 2017, pp. 17-30.
  43. A. Jukić, T. van Waterschoot, S. Doclo, Adaptive speech dereverberation using constrained sparse multi-channel linear prediction, IEEE Signal Processing Letters, vol. 24, no. 1, pp. 101- 105, Jan. 2017.
  44. A. Kuklasinski, S. Doclo, S. H. Jensen, J. Jensen, Maximum Likelihood PSD Estimation for Speech Enhancement in Reverberation and Noise, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 9, pp. 1595-1608, Sep. 2016.
  45. H. Schepker, S. Doclo, Least-squares estimation of the common pole-zero filter of acoustic feedback paths in hearing aids, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 8, pp. 1334-1347, Aug. 2016.
  46. S. Grimm, T. C. Lawin-Ore, S. Doclo, J. Freudenberger, Phase Reference for the generalized multichannel Wiener Filter, EURASIP Journal on Advances in Signal Processing, 2016:78, pp. 1-10.
  47. I. Kodrasi, S. Doclo, Joint Dereverberation and Noise Reduction Based on Acoustic Multichannel Equalization, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 4, pp. 680-693, Apr. 2016.
  48. E. Hadad, S. Doclo, S. Gannot, The Binaural LCMV Beamformer and its Performance Analysis, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 3, pp. 543-558, Mar. 2016.
  49. L. Wang, S. Doclo, Correlation Maximization Based Sampling Rate Offset Estimation for Distributed Microphone Arrays, IEEE/ACM Trans. Audio, Speech and Language Processing,vol. 24, no. 3, pp. 571-582, Mar. 2016.
  50. E. Rasumow, M. Hansen, S. van de Par, D. Püschel, V. Mellert, S. Doclo, M. Blau, Regularization approaches for synthesizing HRTF directivity patterns, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 2, pp. 215-225, Feb. 2016.
  51. N. Mohammadiha, S. Doclo, Speech Dereverberation Using Non-negative Convolutive Transfer Function and Spectro-temporal Modeling, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 2, pp. 276-289, Feb. 2016.
  52. H. Schepker, S. Doclo, A semidefinite programming approach to min-max estimation of the common part of acoustic feedback paths in hearing aids, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 24, no. 2, pp. 366-377, Feb. 2016.
  53. J. Thiemann, M. Müller, D. Marquardt, S. Doclo, S. van de Par, Speech Enhancement for Multimicrophone Binaural Hearing Aids Aiming to Preserve the Spatial Auditory Scene, EURASIP Journal on Advances in Signal Processing, 2016:12, pp. 1-11.
  54. R. Baumgärtel, M. Krawczyk-Becker, D. Marquardt, C. Völker, H. Hu, T. Herzke, G. Coleman, K. Adiloglu, S. Ernst, T. Gerkmann, S. Doclo, B. Kollmeier, V. Hohmann, M. Dietz, Comparing binaural pre-processing strategies I: Instrumental evaluation, Trends in Hearing, vol. 19, pp. 1-16, 2015.
  55. R. Baumgärtel, H. Hu, M. Krawczyk-Becker, D. Marquardt, T. Herzke, G. Coleman, K. Adiloglu, K. Bomke, K. Plotz, T. Gerkmann, S. Doclo, B. Kollmeier, V. Hohmann, M. Dietz, Comparing binaural pre-processing strategies II: Speech intelligibility of bilateral cochlear implant users, Trends in Hearing, vol. 19, pp. 1-18, 2015.
  56. E. Hadad, D. Marquardt, S. Doclo, S. Gannot, Theoretical Analysis of Binaural Transfer Function MVDR Beamformers with Interference Cue Preservation Constraints, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 23, no. 12, pp. 2449-2464, Dec. 2015.
  57. D. Marquardt, E. Hadad, S. Gannot, S. Doclo, Theoretical Analysis of Linearly Constrained Multi-channel Wiener Filtering Algorithms for Combined Noise Reduction and Binaural Cue Preservation in Binaural Hearing Aids, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 23, no. 12, pp. 2384-2397, Dec. 2015.
  58. D. Marquardt, V. Hohmann, S. Doclo, Interaural Coherence Preservation in Multi-channel Wiener Filtering Based Noise Reduction for Binaural Hearing Aids, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 23, no. 12, pp. 2162-2176, Dec. 2015.
  59. H. Schepker, J. Rennies, S. Doclo, Speech-in-noise enhancement using amplification and dynamic range compression controlled by the speech intelligibility index, Journal of the Acoustical Society of America, vol. 138, no. 5, pp. 2692 -2706, Nov. 2015.
  60. T. Sankowsky-Rothe, M. Blau, H. Schepker, S. Doclo, Reciprocal measurement of acoustic feedback paths in hearing aids, Journal of the Acoustical Society of America, vol. 138, no. 4, EL399-EL404, Oct. 2015.
  61. F. Xiong, B. T. Meyer, N. Moritz, R. Rehr, J. Anemueller, T. Gerkmann, S. Doclo, S. Goetze, 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, 2015:70, pp. 1- 18.
  62. B. Cauchi, I. Kodrasi, R. Rehr, S. Gerlach, A. Jukić, T. Gerkmann, S. Doclo, S. Goetze, Combination of MVDR beamforming and single-channel spectral processing for enhancing noisy and reverberant speech, EURASIP Journal on Advances in Signal Processing, 2015:61, pp. 1-12.
  63. A. Jukić, T. van Waterschoot, T. Gerkmann, S. Doclo, Multi-channel linear prediction-based speech dereverberation with sparse priors, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 23, no. 9, pp. 1509-1520, Sep. 2015.
  64. L. Wang, T. Gerkmann, S. Doclo, Noise Power Spectral Density Estimation Using MaxNSR Blocking Matrix, IEEE/ACM Trans. Audio, Speech and Language Processing, vol. 23, no. 9, pp. 1493- 1508, Sep. 2015.
  65. S. Doclo, W. Kellermann, S. Makino, S. Nordholm, Multichannel signal enhancement algorithms for assisted listening devices, IEEE Signal Processing Magazine, vol. 32, no. 2, pp. 18-30, Mar. 2015.
  66. N. Mohammadiha, P. Smaragdis, G. Panahandeh, S. Doclo, A State-Space Approach to Dynamic Nonnegative Matrix Factorization, IEEE Trans. Signal Processing, vol. 63, no. 4, pp. 949-959, Feb. 2015.
  67. T. C. Lawin-Ore, S. Doclo, Analysis of the average performance of the multichannel Wiener filter based noise reduction using statistical room acoustics, Signal Processing, special issue on on wireless acoustic sensor networks and ad hoc microphone arrays, vol. 107, pp. 96-108, Feb. 2015.
  68. S. Gerlach, J. Bitzer, S. Goetze, S. Doclo, Joint Estimation of Pitch and Direction of Arrival: Improving Robustness and Accuracy for multi speaker scenario, EURASIP Journal on Audio, Speech and Music Processing, 2014, 2014:31.
  69. E. Rasumow, M. Blau, M. Hansen, S. van de Par, S. Doclo, V. Mellert, D. Püschel, Smoothing individual head-related transfer functions in the frequency and spatial domains, Journal of the Acoustical Society of America, vol. 135, no. 4, pp. 2012-2025, Apr. 2014.
  70. J. Wouters, S. Doclo, R. Koning, T. Francart, Sound Processing for Better Coding of Monaural and Binaural Cues in Auditory Prostheses, Proc. IEEE, vol. 101, no. 9, pp. 1986-1997, Sep. 2013.
  71. I. Kodrasi, S. Goetze, S. Doclo, Regularization for Partial Multichannel Equalization for Speech Dereverberation, IEEE Trans. Audio, Speech and Language Processing, vol. 21, no. 9, pp. 1879-1890, Sep. 2013.
  72. A. Warzybok, J. Rennies, T. Brand, S. Doclo, B. Kollmeier, Effects of spatial and temporal integration of a single early reflection on speech intelligibility, Journal of the Acoustical Society of America, vol. 133, no. 1, pp. 269-282, 2013.
  73. B. Cornelis, S. Doclo, T. Van den Bogaert, J. Wouters, M. Moonen, Theoretical analysis of binaural multi-microphone noise reduction techniques, IEEE Transactions on Audio, Speech and Language Processing, vol. 18, no. 2, pp. 342-355, Feb. 2010.
  74. S. Doclo, T. van den Bogaert, M. Moonen, J. Wouters, Reduced-bandwidth and distributed MWF-based noise reduction algorithms for binaural hearing aids, IEEE Transactions on Audio, Speech and Language Processing, vol. 17, no. 1, pp. 38-51, Jan. 2009.
  75. T. van den Bogaert, S. Doclo, J. Wouters, M. Moonen, Speech enhancement with multichannel Wiener filter techniques in multimicrophone binaural hearing aids, Journal of the Acoustical Society of America, vol. 125, no. 1, pp. 360-371, Jan. 2009.
  76. T. van den Bogaert, S. Doclo, J. Wouters, M. Moonen, The effect of multimicrophone noise reduction systems on sound source localization by users of binaural hearing aids, Journal of the Acoustical Society of America, vol. 124, no. 1, pp. 484-497, Jul. 2008.
  77. S. Doclo, A. Spriet, J. Wouters, M. Moonen, Frequency-Domain Criterion for the Speech Distortion Weighted Multichannel Wiener Filter for Robust Noise Reduction, Speech Communication, special issue on Speech Enhancement, vol. 49, no. 7-8, pp. 636-656, Jul.-Aug. 2007.
  78. S. Doclo, M. Moonen, Superdirective Beamforming Robust Against Microphone Mismatch, IEEE Transactions on Audio, Speech and Language Processing, vol. 15, no. 2, pp. 617 -631, Feb. 2007.
  79. J. Chen, J. Benesty, Y. Huang, S. Doclo, New Insights Into the Noise Reduction Wiener Filter, IEEE Transactions on Audio, Speech and Language Processing, vol. 14, no. 4, pp. 1218-1234, Jul. 2006. *Best Paper Award, IEEE Signal Processing Society*
  80. S. Doclo and M. Moonen, On the Output SNR of the Speech-Distortion Weighted Multichannel Wiener Filter, IEEE Signal Processing Letters, vol. 12, no. 12, pp. 809-811, Dec. 2005.
  81. S. Doclo and M. Moonen, Multi-Microphone Noise Reduction Using Recursive GSVD-Based Optimal Filtering with ANC Postprocessing Stage, IEEE Transactions on Speech and Audio Processing, vol. 13, no. 1, pp. 53-69, Jan. 2005.
  82. S. Bex, S. Doclo, G. Ysebaert, G. Gielen, W. Dehaene, H. De Man and B. De Moor, The PeopleMover educational project, IEEE Control Systems Magazine, vol. 24, no. 5, pp. 83-87, Oct. 2004.
  83. S. Doclo and M. Moonen, Design of far-field and near-field broadband beamformers using eigenfilters, Signal Processing, vol. 83, no. 12, pp. 2641-2673, Dec. 2003. *Best Paper Award, EURASIP Signal Processing*
  84. S. Doclo, M. Moonen, Design of broadband beamformers robust against gain and phase errors in the microphone array characteristics, IEEE Transactions on Signal Processing, vol. 51, no. 10, pp. 2511-2526, Oct. 2003.
  85. S. Doclo, M. Moonen, Robust adaptive time delay estimation for speaker localisation in noisy and reverberant acoustic environments, EURASIP Journal on Applied Signal Processing, vol. 2003, no. 11, pp. 1110-1124, Oct. 2003.
  86. S. Doclo, M. Moonen, GSVD-Based Optimal Filtering for Single and Multimicrophone Speech Enhancement, IEEE Transactions on Signal Processing, vol. 50, no. 9, pp. 2230-2244, Sep. 2002.
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