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Real-Time Simulation of Distribution Grids with high Penetration of Regenerative and Distributed Generation. In: <i>Real-Time Conference</i>. OPAL RT Paris; 2013.","mla":"Toebermann, Christian, et al. “Real-Time Simulation of Distribution Grids with High Penetration of Regenerative and Distributed Generation.” <i>Real-Time Conference</i>, OPAL RT Paris, 2013.","chicago":"Toebermann, Christian, Daniel Geibel, Manuel Hau, Ron Brandl, Paul Kaufmann, Chenjie Ma, Martin Braun, and Tobias Degner. “Real-Time Simulation of Distribution Grids with High Penetration of Regenerative and Distributed Generation.” In <i>Real-Time Conference</i>. OPAL RT Paris, 2013.","short":"C. Toebermann, D. Geibel, M. Hau, R. Brandl, P. Kaufmann, C. Ma, M. Braun, T. Degner, in: Real-Time Conference, OPAL RT Paris, 2013.","ieee":"C. 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OPAL RT Paris."},"publication":"Real-Time Conference","publisher":"OPAL RT Paris","_id":"10745","user_id":"3118","author":[{"full_name":"Toebermann, Christian","first_name":"Christian","last_name":"Toebermann"},{"full_name":"Geibel, Daniel","last_name":"Geibel","first_name":"Daniel"},{"full_name":"Hau, Manuel","first_name":"Manuel","last_name":"Hau"},{"full_name":"Brandl, Ron","last_name":"Brandl","first_name":"Ron"},{"full_name":"Kaufmann, Paul","last_name":"Kaufmann","first_name":"Paul"},{"first_name":"Chenjie","last_name":"Ma","full_name":"Ma, Chenjie"},{"full_name":"Braun, Martin","last_name":"Braun","first_name":"Martin"},{"full_name":"Degner, Tobias","last_name":"Degner","first_name":"Tobias"}],"title":"Real-Time Simulation of Distribution Grids with high Penetration of Regenerative and Distributed Generation","year":"2013","status":"public","date_updated":"2022-01-06T06:50:50Z"},{"title":"A fast TCAD-based methodology for Variation analysis of emerging nano-devices","year":"2013","status":"public","author":[{"full_name":"Ghasemzadeh Mohammadi, Hassan","first_name":"Hassan","last_name":"Ghasemzadeh Mohammadi","id":"61186"},{"full_name":"Gaillardon, Pierre-Emmanuel","last_name":"Gaillardon","first_name":"Pierre-Emmanuel"},{"full_name":"Yazdani, Majid","last_name":"Yazdani","first_name":"Majid"},{"full_name":"De Micheli, Giovanni","first_name":"Giovanni","last_name":"De Micheli"}],"date_updated":"2022-01-06T06:50:50Z","page":"83-88","publisher":"IEEE","_id":"10774","language":[{"iso":"eng"}],"doi":"10.1109/DFT.2013.6653587","user_id":"3118","publication":"2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)","citation":{"mla":"Ghasemzadeh Mohammadi, Hassan, et al. “A Fast TCAD-Based Methodology for Variation Analysis of Emerging Nano-Devices.” <i>2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)</i>, IEEE, 2013, pp. 83–88, doi:<a href=\"https://doi.org/10.1109/DFT.2013.6653587\">10.1109/DFT.2013.6653587</a>.","ama":"Ghasemzadeh Mohammadi H, Gaillardon P-E, Yazdani M, De Micheli G. A fast TCAD-based methodology for Variation analysis of emerging nano-devices. In: <i>2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)</i>. IEEE; 2013:83-88. doi:<a href=\"https://doi.org/10.1109/DFT.2013.6653587\">10.1109/DFT.2013.6653587</a>","bibtex":"@inproceedings{Ghasemzadeh Mohammadi_Gaillardon_Yazdani_De Micheli_2013, title={A fast TCAD-based methodology for Variation analysis of emerging nano-devices}, DOI={<a href=\"https://doi.org/10.1109/DFT.2013.6653587\">10.1109/DFT.2013.6653587</a>}, booktitle={2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)}, publisher={IEEE}, author={Ghasemzadeh Mohammadi, Hassan and Gaillardon, Pierre-Emmanuel and Yazdani, Majid and De Micheli, Giovanni}, year={2013}, pages={83–88} }","apa":"Ghasemzadeh Mohammadi, H., Gaillardon, P.-E., Yazdani, M., &#38; De Micheli, G. (2013). A fast TCAD-based methodology for Variation analysis of emerging nano-devices. In <i>2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)</i> (pp. 83–88). IEEE. <a href=\"https://doi.org/10.1109/DFT.2013.6653587\">https://doi.org/10.1109/DFT.2013.6653587</a>","ieee":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, and G. De Micheli, “A fast TCAD-based methodology for Variation analysis of emerging nano-devices,” in <i>2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)</i>, 2013, pp. 83–88.","chicago":"Ghasemzadeh Mohammadi, Hassan, Pierre-Emmanuel Gaillardon, Majid Yazdani, and Giovanni De Micheli. “A Fast TCAD-Based Methodology for Variation Analysis of Emerging Nano-Devices.” In <i>2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)</i>, 83–88. IEEE, 2013. <a href=\"https://doi.org/10.1109/DFT.2013.6653587\">https://doi.org/10.1109/DFT.2013.6653587</a>.","short":"H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, G. De Micheli, in: 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS), IEEE, 2013, pp. 83–88."},"extern":"1","date_created":"2019-07-10T12:10:17Z","type":"conference","department":[{"_id":"78"}]},{"citation":{"chicago":"Gaillardon, Pierre-Emmanuel, Hassan Ghasemzadeh Mohammadi, and Giovanni De Micheli. “Vertically-Stacked Silicon Nanowire Transistors with Controllable Polarity: A Robustness Study.” In <i>2013 14th Latin American Test Workshop-LATW</i>, 1–6. IEEE, 2013. <a href=\"https://doi.org/10.1109/LATW.2013.6562673\">https://doi.org/10.1109/LATW.2013.6562673</a>.","short":"P.-E. Gaillardon, H. Ghasemzadeh Mohammadi, G. De Micheli, in: 2013 14th Latin American Test Workshop-LATW, IEEE, 2013, pp. 1–6.","apa":"Gaillardon, P.-E., Ghasemzadeh Mohammadi, H., &#38; De Micheli, G. (2013). Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study. In <i>2013 14th Latin American Test Workshop-LATW</i> (pp. 1–6). IEEE. <a href=\"https://doi.org/10.1109/LATW.2013.6562673\">https://doi.org/10.1109/LATW.2013.6562673</a>","ieee":"P.-E. Gaillardon, H. Ghasemzadeh Mohammadi, and G. De Micheli, “Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study,” in <i>2013 14th Latin American Test Workshop-LATW</i>, 2013, pp. 1–6.","ama":"Gaillardon P-E, Ghasemzadeh Mohammadi H, De Micheli G. Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study. In: <i>2013 14th Latin American Test Workshop-LATW</i>. IEEE; 2013:1-6. doi:<a href=\"https://doi.org/10.1109/LATW.2013.6562673\">10.1109/LATW.2013.6562673</a>","bibtex":"@inproceedings{Gaillardon_Ghasemzadeh Mohammadi_De Micheli_2013, title={Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study}, DOI={<a href=\"https://doi.org/10.1109/LATW.2013.6562673\">10.1109/LATW.2013.6562673</a>}, booktitle={2013 14th Latin American Test Workshop-LATW}, publisher={IEEE}, author={Gaillardon, Pierre-Emmanuel and Ghasemzadeh Mohammadi, Hassan and De Micheli, Giovanni}, year={2013}, pages={1–6} }","mla":"Gaillardon, Pierre-Emmanuel, et al. “Vertically-Stacked Silicon Nanowire Transistors with Controllable Polarity: A Robustness Study.” <i>2013 14th Latin American Test Workshop-LATW</i>, IEEE, 2013, pp. 1–6, doi:<a href=\"https://doi.org/10.1109/LATW.2013.6562673\">10.1109/LATW.2013.6562673</a>."},"publication":"2013 14th Latin American Test Workshop-LATW","extern":"1","date_created":"2019-07-10T12:10:18Z","department":[{"_id":"78"}],"type":"conference","author":[{"first_name":"Pierre-Emmanuel","last_name":"Gaillardon","full_name":"Gaillardon, Pierre-Emmanuel"},{"last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan","full_name":"Ghasemzadeh Mohammadi, Hassan","id":"61186"},{"last_name":"De Micheli","first_name":"Giovanni","full_name":"De Micheli, Giovanni"}],"title":"Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study","status":"public","year":"2013","date_updated":"2022-01-06T06:50:50Z","_id":"10775","publisher":"IEEE","language":[{"iso":"eng"}],"page":"1-6","doi":"10.1109/LATW.2013.6562673","user_id":"3118"},{"date_created":"2018-01-05T08:35:39Z","file":[{"file_size":402400,"access_level":"closed","file_name":"WEBIST_2013_63.pdf","date_updated":"2018-10-31T17:00:33Z","relation":"main_file","content_type":"application/pdf","success":1,"file_id":"5229","creator":"feldi","date_created":"2018-10-31T17:00:33Z"}],"department":[{"_id":"69"}],"type":"conference","citation":{"apa":"Böttcher, S., Feldotto, M., &#38; Hartel, R. (2013). Schema-based Parallel Compression and Decompression of XML Data. In <i>WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013</i> (pp. 77–86). <a href=\"https://doi.org/10.5220/0004366300770086\">https://doi.org/10.5220/0004366300770086</a>","ieee":"S. Böttcher, M. Feldotto, and R. Hartel, “Schema-based Parallel Compression and Decompression of XML Data,” in <i>WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013</i>, 2013, pp. 77–86.","chicago":"Böttcher, Stefan, Matthias Feldotto, and Rita Hartel. “Schema-Based Parallel Compression and Decompression of XML Data.” In <i>WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013</i>, 77–86, 2013. <a href=\"https://doi.org/10.5220/0004366300770086\">https://doi.org/10.5220/0004366300770086</a>.","short":"S. Böttcher, M. Feldotto, R. Hartel, in: WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013, 2013, pp. 77–86.","mla":"Böttcher, Stefan, et al. “Schema-Based Parallel Compression and Decompression of XML Data.” <i>WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013</i>, 2013, pp. 77–86, doi:<a href=\"https://doi.org/10.5220/0004366300770086\">10.5220/0004366300770086</a>.","ama":"Böttcher S, Feldotto M, Hartel R. Schema-based Parallel Compression and Decompression of XML Data. In: <i>WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013</i>. ; 2013:77-86. doi:<a href=\"https://doi.org/10.5220/0004366300770086\">10.5220/0004366300770086</a>","bibtex":"@inproceedings{Böttcher_Feldotto_Hartel_2013, title={Schema-based Parallel Compression and Decompression of XML Data}, DOI={<a href=\"https://doi.org/10.5220/0004366300770086\">10.5220/0004366300770086</a>}, booktitle={WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013}, author={Böttcher, Stefan and Feldotto, Matthias and Hartel, Rita}, year={2013}, pages={77–86} }"},"file_date_updated":"2018-10-31T17:00:33Z","publication":"WEBIST 2013 - Proceedings of the 9th International Conference on Web Information Systems and Technologies, Aachen, Germany, 8-10 May, 2013","abstract":[{"lang":"eng","text":"Whenever huge amounts of XML data have to be transferred from a web server to multiple clients, the transferred data volumes can be reduced significantly by sending compressed XML instead of plain XML. Whenever applications require querying a compressed XML format and XML compression or decompression time is a bottleneck, parallel XML compression and parallel decompression may be of significant advantage. We choose the XML compressor XSDS as starting point for our new approach to parallel compression and parallel decompression of XML documents for the following reasons. First, XSDS generally reaches stronger compression ratios than other compressors like gzip, bzip2, and XMill. Second, in contrast to these compressors, XSDS not only supports XPath queries on compressed XML data, but also XPath queries can be evaluated on XSDS compressed data even faster than on uncompressed XML. We propose a String-search-based parsing approach to parallelize XML compression with XSDS, and we show that we can speed-up the compression of XML documents by a factor of 1.4 and that we can speed-up the decompression time even by a factor of up to 7 on a quad-core processor."}],"_id":"1093","language":[{"iso":"eng"}],"page":"77-86","user_id":"14052","doi":"10.5220/0004366300770086","ddc":["000"],"author":[{"full_name":"Böttcher, Stefan","last_name":"Böttcher","first_name":"Stefan","id":"624"},{"orcid":"0000-0003-1348-6516","last_name":"Feldotto","first_name":"Matthias","full_name":"Feldotto, Matthias","id":"14052"},{"id":"14961","full_name":"Hartel, Rita","last_name":"Hartel","first_name":"Rita"}],"status":"public","title":"Schema-based Parallel Compression and Decompression of XML Data","year":"2013","has_accepted_license":"1","date_updated":"2022-01-06T06:50:53Z"},{"keyword":["Bayes methods","Gaussian processes","convolution","decision theory","decoding","noise","reverberation","speech coding","speech recognition","Bayesian decision rule","GMM","Gaussian mixture models","additive noise scenarios","automatic speech recognition systems","convolutive noise scenarios","decoding approach","mathematical framework","reverberant environments","significance decoding","speech feature estimation","uncertainty-of-observation techniques","Hidden Markov models","Maximum likelihood decoding","Noise","Speech","Speech recognition","Uncertainty","Uncertainty-of-observation","modified imputation","noise robust speech recognition","significance decoding","uncertainty decoding"],"type":"conference","department":[{"_id":"54"}],"date_created":"2019-07-12T05:26:53Z","abstract":[{"lang":"eng","text":"The accuracy of automatic speech recognition systems in noisy and reverberant environments can be improved notably by exploiting the uncertainty of the estimated speech features using so-called uncertainty-of-observation techniques. In this paper, we introduce a new Bayesian decision rule that can serve as a mathematical framework from which both known and new uncertainty-of-observation techniques can be either derived or approximated. The new decision rule in its direct form leads to the new significance decoding approach for Gaussian mixture models, which results in better performance compared to standard uncertainty-of-observation techniques in different additive and convolutive noise scenarios."}],"publication":"Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on","citation":{"apa":"Abdelaziz, A. H., Zeiler, S., Kolossa, D., Leutnant, V., &#38; Haeb-Umbach, R. (2013). GMM-based significance decoding. In <i>Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on</i> (pp. 6827–6831). <a href=\"https://doi.org/10.1109/ICASSP.2013.6638984\">https://doi.org/10.1109/ICASSP.2013.6638984</a>","ieee":"A. H. Abdelaziz, S. Zeiler, D. Kolossa, V. Leutnant, and R. Haeb-Umbach, “GMM-based significance decoding,” in <i>Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on</i>, 2013, pp. 6827–6831.","chicago":"Abdelaziz, Ahmed H., Steffen Zeiler, Dorothea Kolossa, Volker Leutnant, and Reinhold Haeb-Umbach. “GMM-Based Significance Decoding.” In <i>Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On</i>, 6827–31, 2013. <a href=\"https://doi.org/10.1109/ICASSP.2013.6638984\">https://doi.org/10.1109/ICASSP.2013.6638984</a>.","short":"A.H. Abdelaziz, S. Zeiler, D. Kolossa, V. Leutnant, R. Haeb-Umbach, in: Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On, 2013, pp. 6827–6831.","mla":"Abdelaziz, Ahmed H., et al. “GMM-Based Significance Decoding.” <i>Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On</i>, 2013, pp. 6827–31, doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6638984\">10.1109/ICASSP.2013.6638984</a>.","ama":"Abdelaziz AH, Zeiler S, Kolossa D, Leutnant V, Haeb-Umbach R. GMM-based significance decoding. In: <i>Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On</i>. ; 2013:6827-6831. doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6638984\">10.1109/ICASSP.2013.6638984</a>","bibtex":"@inproceedings{Abdelaziz_Zeiler_Kolossa_Leutnant_Haeb-Umbach_2013, title={GMM-based significance decoding}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2013.6638984\">10.1109/ICASSP.2013.6638984</a>}, booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on}, author={Abdelaziz, Ahmed H. and Zeiler, Steffen and Kolossa, Dorothea and Leutnant, Volker and Haeb-Umbach, Reinhold}, year={2013}, pages={6827–6831} }"},"user_id":"44006","doi":"10.1109/ICASSP.2013.6638984","page":"6827-6831","language":[{"iso":"eng"}],"_id":"11716","date_updated":"2022-01-06T06:51:07Z","title":"GMM-based significance decoding","status":"public","year":"2013","author":[{"full_name":"Abdelaziz, Ahmed H.","first_name":"Ahmed H.","last_name":"Abdelaziz"},{"first_name":"Steffen","last_name":"Zeiler","full_name":"Zeiler, Steffen"},{"last_name":"Kolossa","first_name":"Dorothea","full_name":"Kolossa, Dorothea"},{"full_name":"Leutnant, Volker","first_name":"Volker","last_name":"Leutnant"},{"first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"publication_identifier":{"issn":["1520-6149"]}},{"_id":"11740","page":"3352-3356","user_id":"44006","status":"public","oa":"1","citation":{"ama":"Chinaev A, Haeb-Umbach R. MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations. In: <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>. ; 2013:3352-3356. doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6638279\">10.1109/ICASSP.2013.6638279</a>","short":"A. Chinaev, R. Haeb-Umbach, in: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), 2013, pp. 3352–3356.","chicago":"Chinaev, Aleksej, and Reinhold Haeb-Umbach. “MAP-Based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations.” In <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 3352–56, 2013. <a href=\"https://doi.org/10.1109/ICASSP.2013.6638279\">https://doi.org/10.1109/ICASSP.2013.6638279</a>.","bibtex":"@inproceedings{Chinaev_Haeb-Umbach_2013, title={MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2013.6638279\">10.1109/ICASSP.2013.6638279</a>}, booktitle={38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)}, author={Chinaev, Aleksej and Haeb-Umbach, Reinhold}, year={2013}, pages={3352–3356} }","mla":"Chinaev, Aleksej, and Reinhold Haeb-Umbach. “MAP-Based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations.” <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 2013, pp. 3352–56, doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6638279\">10.1109/ICASSP.2013.6638279</a>.","apa":"Chinaev, A., &#38; Haeb-Umbach, R. (2013). MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations. In <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i> (pp. 3352–3356). <a href=\"https://doi.org/10.1109/ICASSP.2013.6638279\">https://doi.org/10.1109/ICASSP.2013.6638279</a>","ieee":"A. Chinaev and R. Haeb-Umbach, “MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations,” in <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 2013, pp. 3352–3356."},"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2013/ChHa13.pdf"}],"doi":"10.1109/ICASSP.2013.6638279","publication_identifier":{"issn":["1520-6149"]},"author":[{"last_name":"Chinaev","first_name":"Aleksej","full_name":"Chinaev, Aleksej"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"year":"2013","title":"MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations","date_updated":"2022-01-06T06:51:08Z","date_created":"2019-07-12T05:27:20Z","department":[{"_id":"54"}],"keyword":["Gaussian noise","maximum likelihood estimation","parameter estimation","GMM parameter","Gaussian mixture model","MAP estimation","Map-based estimation","maximum a-posteriori estimation","maximum likelihood technique","noisy observation","sequential estimation framework","white Gaussian noise","Additive noise","Gaussian mixture model","Maximum likelihood estimation","Noise measurement","Gaussian mixture model","Maximum a posteriori estimation","Maximum likelihood estimation"],"type":"conference","publication":"38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)","abstract":[{"lang":"eng","text":"In this contribution we derive the Maximum A-Posteriori (MAP) estimates of the parameters of a Gaussian Mixture Model (GMM) in the presence of noisy observations. We assume the distortion to be white Gaussian noise of known mean and variance. An approximate conjugate prior of the GMM parameters is derived allowing for a computationally efficient implementation in a sequential estimation framework. Simulations on artificially generated data demonstrate the superiority of the proposed method compared to the Maximum Likelihood technique and to the ordinary MAP approach, whose estimates are corrected by the known statistics of the distortion in a straightforward manner."}],"related_material":{"link":[{"relation":"supplementary_material","url":"https://groups.uni-paderborn.de/nt/pubs/2013/ChHa13_Poster.pdf","description":"Poster"}]}},{"date_updated":"2022-01-06T06:51:08Z","status":"public","year":"2013","title":"Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor","author":[{"first_name":"Aleksej","last_name":"Chinaev","full_name":"Chinaev, Aleksej"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold"},{"full_name":"Taghia, Jalal","last_name":"Taghia","first_name":"Jalal"},{"full_name":"Martin, Rainer","last_name":"Martin","first_name":"Rainer"}],"publication_identifier":{"issn":["1520-6149"]},"doi":"10.1109/ICASSP.2013.6639116","user_id":"44006","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2013/ChHaTaRa13.pdf","open_access":"1"}],"page":"7477-7481","_id":"11742","language":[{"iso":"eng"}],"related_material":{"link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2013/ChHaTaRa13_Poster.pdf","relation":"supplementary_material","description":"Poster"}]},"abstract":[{"text":"In this paper we present an improved version of the recently proposed Maximum A-Posteriori (MAP) based noise power spectral density estimator. An empirical bias compensation and bandwidth adjustment reduce bias and variance of the noise variance estimates. The main advantage of the MAP-based postprocessor is its low estimation variance. The estimator is employed in the second stage of a two-stage single-channel speech enhancement system, where eight different state-of-the-art noise tracking algorithms were tested in the first stage. While the postprocessor hardly affects the results in stationary noise scenarios, it becomes the more effective the more nonstationary the noise is. The proposed postprocessor was able to improve all systems in babble noise w.r.t. the perceptual evaluation of speech quality performance.","lang":"eng"}],"publication":"38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)","citation":{"apa":"Chinaev, A., Haeb-Umbach, R., Taghia, J., &#38; Martin, R. (2013). Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor. In <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i> (pp. 7477–7481). <a href=\"https://doi.org/10.1109/ICASSP.2013.6639116\">https://doi.org/10.1109/ICASSP.2013.6639116</a>","ieee":"A. Chinaev, R. Haeb-Umbach, J. Taghia, and R. Martin, “Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor,” in <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 2013, pp. 7477–7481.","short":"A. Chinaev, R. Haeb-Umbach, J. Taghia, R. Martin, in: 38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), 2013, pp. 7477–7481.","chicago":"Chinaev, Aleksej, Reinhold Haeb-Umbach, Jalal Taghia, and Rainer Martin. “Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-Based Postprocessor.” In <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 7477–81, 2013. <a href=\"https://doi.org/10.1109/ICASSP.2013.6639116\">https://doi.org/10.1109/ICASSP.2013.6639116</a>.","mla":"Chinaev, Aleksej, et al. “Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-Based Postprocessor.” <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>, 2013, pp. 7477–81, doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6639116\">10.1109/ICASSP.2013.6639116</a>.","ama":"Chinaev A, Haeb-Umbach R, Taghia J, Martin R. Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor. In: <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>. ; 2013:7477-7481. doi:<a href=\"https://doi.org/10.1109/ICASSP.2013.6639116\">10.1109/ICASSP.2013.6639116</a>","bibtex":"@inproceedings{Chinaev_Haeb-Umbach_Taghia_Martin_2013, title={Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2013.6639116\">10.1109/ICASSP.2013.6639116</a>}, booktitle={38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)}, author={Chinaev, Aleksej and Haeb-Umbach, Reinhold and Taghia, Jalal and Martin, Rainer}, year={2013}, pages={7477–7481} }"},"type":"conference","oa":"1","department":[{"_id":"54"}],"date_created":"2019-07-12T05:27:23Z"},{"abstract":[{"text":"Among the different configurations of multi-microphone systems, e.g., in applications of speech dereverberation or denoising, we consider the case without a priori information of the microphone-array geometry. This naturally invokes explicit or implicit identification of source-receiver transfer functions as an indirect description of the microphone-array configuration. However, this blind channel identification (BCI) has been difficult due to the lack of unique identifiability in the presence of observation noise or near-common channel zeros. In this paper, we study the implicit BCI performance of blind signal enhancement techniques such as the adaptive principal component analysis (PCA) or the iterative blind equalization and channel identification (BENCH). To this end, we make use of a recently proposed metric, the normalized filter-projection misalignment (NFPM), which is tailored for BCI evaluation in ill-conditioned (e.g., noisy) scenarios. The resulting understanding of implicit BCI performance can help to judge the behavior of multi-microphone speech enhancement systems and the suitability of implicit BCI to serve channel-based (i.e., channel-informed) enhancement.","lang":"eng"}],"citation":{"mla":"Enzner, Gerald, et al. “On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques.” <i>21th European Signal Processing Conference (EUSIPCO 2013)</i>, 2013.","apa":"Enzner, G., Schmid, D., &#38; Haeb-Umbach, R. (2013). On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques. In <i>21th European Signal Processing Conference (EUSIPCO 2013)</i>.","ieee":"G. Enzner, D. Schmid, and R. Haeb-Umbach, “On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques,” in <i>21th European Signal Processing Conference (EUSIPCO 2013)</i>, 2013.","chicago":"Enzner, Gerald, Dominic Schmid, and Reinhold Haeb-Umbach. “On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques.” In <i>21th European Signal Processing Conference (EUSIPCO 2013)</i>, 2013.","short":"G. Enzner, D. Schmid, R. Haeb-Umbach, in: 21th European Signal Processing Conference (EUSIPCO 2013), 2013.","ama":"Enzner G, Schmid D, Haeb-Umbach R. On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques. In: <i>21th European Signal Processing Conference (EUSIPCO 2013)</i>. ; 2013.","bibtex":"@inproceedings{Enzner_Schmid_Haeb-Umbach_2013, title={On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques}, booktitle={21th European Signal Processing Conference (EUSIPCO 2013)}, author={Enzner, Gerald and Schmid, Dominic and Haeb-Umbach, Reinhold}, year={2013} }"},"publication":"21th European Signal Processing Conference (EUSIPCO 2013)","department":[{"_id":"54"}],"oa":"1","type":"conference","date_created":"2019-07-12T05:27:46Z","date_updated":"2022-01-06T06:51:08Z","author":[{"full_name":"Enzner, Gerald","first_name":"Gerald","last_name":"Enzner"},{"full_name":"Schmid, Dominic","first_name":"Dominic","last_name":"Schmid"},{"id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"}],"year":"2013","title":"On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques","status":"public","user_id":"44006","_id":"11762","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2013/EnScHa2013.pdf"}]}]