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In <i>STACS</i> (pp. 267--278).","bibtex":"@inproceedings{Meyer auf der Heide_Scheideler_Stemann_1995, title={Exploiting Storage Redundancy to Speed Up Randomized Shared Memory Simulations}, booktitle={STACS}, author={Meyer auf der Heide, Friedhelm and Scheideler, Christian and Stemann, Volker}, year={1995}, pages={267--278} }","mla":"Meyer auf der Heide, Friedhelm, et al. “Exploiting Storage Redundancy to Speed Up Randomized Shared Memory Simulations.” <i>STACS</i>, 1995, pp. 267--278.","short":"F. Meyer auf der Heide, C. Scheideler, V. Stemann, in: STACS, 1995, pp. 267--278."},"page":"267--278","has_accepted_license":"1"},{"department":[{"_id":"54"}],"user_id":"44006","_id":"11757","language":[{"iso":"eng"}],"publication":"ICASSP, Detroit","type":"conference","status":"public","abstract":[{"lang":"eng","text":"Clustering techniques have been integrated at different levels into the training procedure of a continuous-density hidden Markov model (HMM) speech recognizer. These clustering techniques can be used in two ways. First acoustically similar states are tied together. It will help to reduce the number of parameters but also allow to train otherwise rarely seen states together with more robust ones (state-tying). Secondly densities are clustered across states, this reduces the number of densities while at the same time keeping the best performances of our recognizer (density-clustering). We have applied these techniques both to word-based small-vocabulary and phoneme-based large-vocabulary recognition tasks. On the WSJ task, we could achieve a reduction of the word error rate by 7%. On the TI/NIST-connected digit task, the number of parameters was reduced by a factor 2-3 while keeping the same string error rate."}],"author":[{"first_name":"Christian","last_name":"Dugast","full_name":"Dugast, Christian"},{"full_name":"Beyerlein, Peter","last_name":"Beyerlein","first_name":"Peter"},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach"}],"date_created":"2019-07-12T05:27:40Z","date_updated":"2022-01-06T06:51:08Z","oa":"1","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/1995/ICASSP_1995_Haeb_paper.pdf"}],"title":"Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition","citation":{"ama":"Dugast C, Beyerlein P, Haeb-Umbach R. Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition. In: <i>ICASSP, Detroit</i>. ; 1995.","ieee":"C. Dugast, P. Beyerlein, and R. Haeb-Umbach, “Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition,” in <i>ICASSP, Detroit</i>, 1995.","chicago":"Dugast, Christian, Peter Beyerlein, and Reinhold Haeb-Umbach. “Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition.” In <i>ICASSP, Detroit</i>, 1995.","short":"C. Dugast, P. Beyerlein, R. Haeb-Umbach, in: ICASSP, Detroit, 1995.","mla":"Dugast, Christian, et al. “Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition.” <i>ICASSP, Detroit</i>, 1995.","bibtex":"@inproceedings{Dugast_Beyerlein_Haeb-Umbach_1995, title={Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition}, booktitle={ICASSP, Detroit}, author={Dugast, Christian and Beyerlein, Peter and Haeb-Umbach, Reinhold}, year={1995} }","apa":"Dugast, C., Beyerlein, P., &#38; Haeb-Umbach, R. (1995). Application of Clustering Techniques to Mixture Density Modelling for Continuous-Speech Recognition. In <i>ICASSP, Detroit</i>."},"year":"1995"},{"year":"1995","citation":{"chicago":"Haeb-Umbach, Reinhold, P. Beyerlein, and E. Thelen. “Automatic Transcription of Unknown Words in a Speech Recognition System.” In <i>ICASSP, Detroit</i>, 1995.","ieee":"R. Haeb-Umbach, P. Beyerlein, and E. Thelen, “Automatic Transcription of Unknown Words in a Speech Recognition System,” in <i>ICASSP, Detroit</i>, 1995.","ama":"Haeb-Umbach R, Beyerlein P, Thelen E. Automatic Transcription of Unknown Words in a Speech Recognition System. In: <i>ICASSP, Detroit</i>. ; 1995.","short":"R. Haeb-Umbach, P. Beyerlein, E. Thelen, in: ICASSP, Detroit, 1995.","bibtex":"@inproceedings{Haeb-Umbach_Beyerlein_Thelen_1995, title={Automatic Transcription of Unknown Words in a Speech Recognition System}, booktitle={ICASSP, Detroit}, author={Haeb-Umbach, Reinhold and Beyerlein, P. and Thelen, E.}, year={1995} }","mla":"Haeb-Umbach, Reinhold, et al. “Automatic Transcription of Unknown Words in a Speech Recognition System.” <i>ICASSP, Detroit</i>, 1995.","apa":"Haeb-Umbach, R., Beyerlein, P., &#38; Thelen, E. (1995). Automatic Transcription of Unknown Words in a Speech Recognition System. In <i>ICASSP, Detroit</i>."},"date_updated":"2022-01-06T06:51:08Z","oa":"1","date_created":"2019-07-12T05:28:15Z","author":[{"first_name":"Reinhold","id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach"},{"first_name":"P.","last_name":"Beyerlein","full_name":"Beyerlein, P."},{"full_name":"Thelen, E.","last_name":"Thelen","first_name":"E."}],"title":"Automatic Transcription of Unknown Words in a Speech Recognition System","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/1995/ICASSP_1995_Haeb1_paper.pdf"}],"type":"conference","publication":"ICASSP, Detroit","abstract":[{"lang":"eng","text":"We address the problem of automatically finding an acoustic representation (i.e. a transcription) of unknown words as a sequence of subword units, given a few sample utterances of the unknown words, and an inventory of speaker-independent subword units. The problem arises if a user wants to add his own vocabulary to a speaker-independent recognition system simply by speaking the words a few times. Two methods are investigated which are both based on a maximum-likelihood formulation of the problem. The experimental results show that both automatic transcription methods provide a good estimate of the acoustic models of unknown words. The recognition error rates obtained with such models in a speaker-independent recognition task are clearly better than those resulting from separate whole-word models. They are comparable with the performance of transcriptions drawn from a dictionary."}],"status":"public","_id":"11787","user_id":"44006","department":[{"_id":"54"}],"language":[{"iso":"eng"}]},{"publication":"EPE’95, Sevilla","file":[{"file_size":246069,"file_id":"29991","file_name":"epe1995 systematic approach to state feedback controller design.pdf","access_level":"open_access","date_updated":"2022-03-02T08:23:55Z","creator":"boecker","date_created":"2022-02-23T10:15:32Z","relation":"main_file","content_type":"application/pdf"}],"language":[{"iso":"eng"}],"ddc":["620"],"year":"1995","date_created":"2022-02-23T10:15:56Z","title":"A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters","type":"conference","status":"public","department":[{"_id":"52"}],"user_id":"66","_id":"29990","extern":"1","file_date_updated":"2022-03-02T08:23:55Z","has_accepted_license":"1","publication_status":"published","intvolume":"         1","page":"314-318","citation":{"apa":"Böcker, J., Endrikat, C., &#38; Liu, S. (1995). A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters. <i>EPE’95, Sevilla</i>, <i>1</i>, 314–318.","bibtex":"@inproceedings{Böcker_Endrikat_Liu_1995, title={A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters}, volume={1}, booktitle={EPE’95, Sevilla}, author={Böcker, Joachim and Endrikat, Christian and Liu, Steven}, year={1995}, pages={314–318} }","mla":"Böcker, Joachim, et al. “A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters.” <i>EPE’95, Sevilla</i>, vol. 1, 1995, pp. 314–18.","short":"J. Böcker, C. Endrikat, S. Liu, in: EPE’95, Sevilla, 1995, pp. 314–318.","ama":"Böcker J, Endrikat C, Liu S. A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters. In: <i>EPE’95, Sevilla</i>. Vol 1. ; 1995:314-318.","chicago":"Böcker, Joachim, Christian Endrikat, and Steven Liu. “A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters.” In <i>EPE’95, Sevilla</i>, 1:314–18, 1995.","ieee":"J. Böcker, C. Endrikat, and S. Liu, “A Systematic Approach to State Feedback Controller Design for DC/DC Line-Side Traction Converters,” in <i>EPE’95, Sevilla</i>, Sevilla, Spain, 1995, vol. 1, pp. 314–318."},"volume":1,"author":[{"first_name":"Joachim","last_name":"Böcker","orcid":"0000-0002-8480-7295","id":"66","full_name":"Böcker, Joachim"},{"first_name":"Christian","last_name":"Endrikat","full_name":"Endrikat, Christian"},{"first_name":"Steven","last_name":"Liu","full_name":"Liu, Steven"}],"oa":"1","date_updated":"2022-03-17T09:45:12Z","conference":{"location":"Sevilla, Spain","name":"EPE’95","start_date":"1995-09"}},{"citation":{"short":"J. Janning, J. Böcker, K. Anbuhl, M. Boni, Elektrische Bahnen (1995) 177–212.","mla":"Janning, Jörg, et al. “Netzkupplungsumrichter Jübek – Regelung.” <i>Elektrische Bahnen</i>, no. 6, Oldenbourg, 1995, pp. 177–212.","bibtex":"@article{Janning_Böcker_Anbuhl_Boni_1995, title={Netzkupplungsumrichter Jübek – Regelung}, number={6}, journal={Elektrische Bahnen}, publisher={Oldenbourg}, author={Janning, Jörg and Böcker, Joachim and Anbuhl, Kay and Boni, Marco}, year={1995}, pages={177–212} }","apa":"Janning, J., Böcker, J., Anbuhl, K., &#38; Boni, M. (1995). Netzkupplungsumrichter Jübek – Regelung. <i>Elektrische Bahnen</i>, <i>6</i>, 177–212.","ieee":"J. Janning, J. Böcker, K. Anbuhl, and M. Boni, “Netzkupplungsumrichter Jübek – Regelung,” <i>Elektrische Bahnen</i>, no. 6, pp. 177–212, 1995.","chicago":"Janning, Jörg, Joachim Böcker, Kay Anbuhl, and Marco Boni. “Netzkupplungsumrichter Jübek – Regelung.” <i>Elektrische Bahnen</i>, no. 6 (1995): 177–212.","ama":"Janning J, Böcker J, Anbuhl K, Boni M. 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Schindlmayr, R.W. Godby, Physical Review B 51 (1995) 10427–10435.","mla":"Schindlmayr, Arno, and Rex William Godby. “Density-Functional Theory and the v-Representability Problem for Model Strongly Correlated Electron Systems.” <i>Physical Review B</i>, vol. 51, no. 16, American Physical Society, 1995, pp. 10427–35, doi:<a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">10.1103/PhysRevB.51.10427</a>.","bibtex":"@article{Schindlmayr_Godby_1995, title={Density-functional theory and the v-representability problem for model strongly correlated electron systems}, volume={51}, DOI={<a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">10.1103/PhysRevB.51.10427</a>}, number={16}, journal={Physical Review B}, publisher={American Physical Society}, author={Schindlmayr, Arno and Godby, Rex William}, year={1995}, pages={10427–10435} }","apa":"Schindlmayr, A., &#38; Godby, R. W. (1995). Density-functional theory and the v-representability problem for model strongly correlated electron systems. <i>Physical Review B</i>, <i>51</i>(16), 10427–10435. <a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">https://doi.org/10.1103/PhysRevB.51.10427</a>","ama":"Schindlmayr A, Godby RW. Density-functional theory and the v-representability problem for model strongly correlated electron systems. <i>Physical Review B</i>. 1995;51(16):10427-10435. doi:<a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">10.1103/PhysRevB.51.10427</a>","chicago":"Schindlmayr, Arno, and Rex William Godby. “Density-Functional Theory and the v-Representability Problem for Model Strongly Correlated Electron Systems.” <i>Physical Review B</i> 51, no. 16 (1995): 10427–35. <a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">https://doi.org/10.1103/PhysRevB.51.10427</a>.","ieee":"A. Schindlmayr and R. W. Godby, “Density-functional theory and the v-representability problem for model strongly correlated electron systems,” <i>Physical Review B</i>, vol. 51, no. 16, pp. 10427–10435, 1995, doi: <a href=\"https://doi.org/10.1103/PhysRevB.51.10427\">10.1103/PhysRevB.51.10427</a>."},"page":"10427-10435","intvolume":"        51","date_updated":"2022-11-11T07:01:30Z","oa":"1","author":[{"first_name":"Arno","full_name":"Schindlmayr, Arno","id":"458","last_name":"Schindlmayr","orcid":"0000-0002-4855-071X"},{"last_name":"Godby","full_name":"Godby, Rex William","first_name":"Rex William"}],"volume":51,"doi":"10.1103/PhysRevB.51.10427","type":"journal_article","status":"public","_id":"18630","user_id":"458","isi":"1","article_type":"original","extern":"1","file_date_updated":"2020-08-30T16:27:22Z","quality_controlled":"1","issue":"16","year":"1995","publisher":"American Physical Society","date_created":"2020-08-28T22:09:57Z","title":"Density-functional theory and the v-representability problem for model strongly correlated electron systems","publication":"Physical Review B","abstract":[{"text":"Inspired by earlier work on the band-gap problem in insulators, we reexamine the treatment of strongly correlated Hubbard-type models within density-functional theory. In contrast to previous studies, the density is fully parametrized by occupation numbers and overlap of orbitals centered at neighboring atomic sites, as is the local potential by the hopping matrix. This corresponds to a good formal agreement between density-functional theory in real space and second quantization. It is shown that density-functional theory is formally applicable to such systems and the theoretical framework is provided. The question of noninteracting v representability is studied numerically for finite one-dimnsional clusters, for which exact results are available, and qualitatively for infinite systems. This leads to the conclusion that the electron density corresponding to interacting systems of the type studied here is in fact not noninteracting v representable because the Kohn-Sham electrons are unable to reproduce the correlation-induced localization correctly.","lang":"eng"}],"file":[{"creator":"schindlm","file_size":541229,"file_name":"PhysRevB.51.10427.pdf","content_type":"application/pdf","date_updated":"2020-08-30T16:27:22Z","date_created":"2020-08-28T22:11:01Z","description":"© 1995 American Physical Society","title":"Density-functional theory and the v-representability problem for model strongly correlated electron systems","file_id":"18631","access_level":"open_access","relation":"main_file"}],"external_id":{"pmid":["9977737"],"isi":["A1995QW28400017"],"arxiv":["cond-mat/9709266"]},"ddc":["530"],"language":[{"iso":"eng"}]},{"type":"review","publication":"Archiv für Sozialgeschichte","status":"public","user_id":"16220","department":[{"_id":"446"}],"_id":"34765","extern":"1","language":[{"iso":"ger"}],"publication_status":"published","citation":{"ieee":"J. Süßmann, “[Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994,” <i>Archiv für Sozialgeschichte</i>, vol. 35. p. 667 f., 1995.","chicago":"Süßmann, Johannes. “[Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994.” <i>Archiv für Sozialgeschichte</i>, 1995.","ama":"Süßmann J. [Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994. <i>Archiv für Sozialgeschichte</i>. 1995;35:667 f.","apa":"Süßmann, J. (1995). [Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994. In <i>Archiv für Sozialgeschichte</i> (Vol. 35, p. 667 f.).","bibtex":"@article{Süßmann_1995, title={[Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994}, volume={35}, journal={Archiv für Sozialgeschichte}, author={Süßmann, Johannes}, year={1995}, pages={667 f.} }","short":"J. Süßmann, Archiv für Sozialgeschichte 35 (1995) 667 f.","mla":"Süßmann, Johannes. “[Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck &#38; Ruprecht 1994.” <i>Archiv für Sozialgeschichte</i>, vol. 35, 1995, p. 667 f."},"page":"667 f.","intvolume":"        35","year":"1995","date_created":"2022-12-21T17:15:23Z","author":[{"first_name":"Johannes","orcid":"0000-0001-5716-0863","last_name":"Süßmann","id":"16220","full_name":"Süßmann, Johannes"}],"volume":35,"date_updated":"2022-12-28T21:27:52Z","oa":"1","main_file_link":[{"url":"https://library.fes.de/jportal/servlets/MCRFileNodeServlet/jportal_derivate_00023932/afs-1995-667.pdf","open_access":"1"}],"title":"[Rez. v.] Friedrich Jaeger: Bürgerliche Modernisierungskrise und historische Sinnbildung. Kulturgeschichte bei Droysen, Burckhardt und Max Weber. Göttingen. Vandenhoeck & Ruprecht 1994"},{"department":[{"_id":"520"}],"user_id":"391","_id":"17491","extern":"1","language":[{"iso":"eng"}],"publication":"Modern Logic","type":"journal_article","status":"public","volume":5,"date_created":"2020-07-31T05:54:11Z","author":[{"first_name":"Volker","id":"391","full_name":"Peckhaus, Volker","last_name":"Peckhaus"}],"oa":"1","date_updated":"2024-06-23T17:00:42Z","main_file_link":[{"url":"file:///C:/Users/Peckhaus/Downloads/1204835481%20(1).pdf","open_access":"1"}],"title":"Rüstow’s Thesis on Russell’s Paradox","page":"167-169","intvolume":"         5","citation":{"apa":"Peckhaus, V. (1995). Rüstow’s Thesis on Russell’s Paradox. <i>Modern Logic</i>, <i>5</i>, 167–169.","mla":"Peckhaus, Volker. “Rüstow’s Thesis on Russell’s Paradox.” <i>Modern Logic</i>, vol. 5, 1995, pp. 167–69.","short":"V. Peckhaus, Modern Logic 5 (1995) 167–169.","bibtex":"@article{Peckhaus_1995, title={Rüstow’s Thesis on Russell’s Paradox}, volume={5}, journal={Modern Logic}, author={Peckhaus, Volker}, year={1995}, pages={167–169} }","chicago":"Peckhaus, Volker. “Rüstow’s Thesis on Russell’s Paradox.” <i>Modern Logic</i> 5 (1995): 167–69.","ieee":"V. Peckhaus, “Rüstow’s Thesis on Russell’s Paradox,” <i>Modern Logic</i>, vol. 5, pp. 167–169, 1995.","ama":"Peckhaus V. Rüstow’s Thesis on Russell’s Paradox. <i>Modern Logic</i>. 1995;5:167-169."},"year":"1995"},{"year":"1994","citation":{"chicago":"Peckhaus, Volker. “Benno Kerry. Beiträge zu seiner Biographie.” <i>History and Philosophy of Logic</i> 15 (1994): 1–8.","ieee":"V. Peckhaus, “Benno Kerry. Beiträge zu seiner Biographie,” <i>History and Philosophy of Logic</i>, vol. 15, pp. 1–8, 1994.","ama":"Peckhaus V. Benno Kerry. Beiträge zu seiner Biographie. <i>History and Philosophy of Logic</i>. 1994;15:1-8.","apa":"Peckhaus, V. (1994). Benno Kerry. Beiträge zu seiner Biographie. <i>History and Philosophy of Logic</i>, <i>15</i>, 1–8.","mla":"Peckhaus, Volker. “Benno Kerry. Beiträge zu seiner Biographie.” <i>History and Philosophy of Logic</i>, vol. 15, 1994, pp. 1–8.","bibtex":"@article{Peckhaus_1994, title={Benno Kerry. Beiträge zu seiner Biographie}, volume={15}, journal={History and Philosophy of Logic}, author={Peckhaus, Volker}, year={1994}, pages={1–8} }","short":"V. Peckhaus, History and Philosophy of Logic 15 (1994) 1–8."},"intvolume":"        15","page":"1-8","title":"Benno Kerry. Beiträge zu seiner Biographie","main_file_link":[{"url":"https://www.tandfonline.com/doi/abs/10.1080/01445349408837221","open_access":"1"}],"oa":"1","date_updated":"2024-06-23T20:34:22Z","date_created":"2020-07-31T05:31:25Z","author":[{"first_name":"Volker","full_name":"Peckhaus, Volker","id":"391","last_name":"Peckhaus"}],"volume":15,"abstract":[{"lang":"eng","text":"Abstracts: MR 94m:01033; Zbl. Math. 798.01016 (N.I. Osetinski); Philosopher’s Index 28.3 (Herbst 1994), 179."}],"status":"public","type":"journal_article","publication":"History and Philosophy of Logic","extern":"1","language":[{"iso":"ger"}],"_id":"17486","user_id":"391","department":[{"_id":"520"}]},{"type":"conference","publication":"ICASSP, Minneapolis","abstract":[{"lang":"eng","text":"Linear discriminant analysis (LDA) experiments reported previously (ICASSP-92 vol.1, p.13-16), are extended to context-dependent models and speaker-independent large vocabulary continuous speech recognition. Two variants of using mixture densities are compared: state-specific modeling and the monophone-tying approach where densities are shared across the states relevant to the same phoneme. Results are presented on the DARPA Resource Management (RM) task for both speaker-dependent (SD) and speaker-independent (SI) parts. Using triphone models based on LDA and continuous mixture densities, significant improvements have been observed and the following word error rates have been achieved: for the SD part, 7.8% without grammar and 1.5% with word pair; and for the SI part, 17.2% and 4.6%, respectively. These scores are averaged over 1200 SD or SI evaluation sentences and are among the best published so far on the RM database."}],"status":"public","_id":"11718","user_id":"44006","department":[{"_id":"54"}],"language":[{"iso":"eng"}],"year":"1993","citation":{"ama":"Aubert XL, Haeb-Umbach R, Ney H. Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models. In: <i>ICASSP, Minneapolis</i>. ; 1993.","chicago":"Aubert, Xavier L., Reinhold Haeb-Umbach, and Hermann Ney. “Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models.” In <i>ICASSP, Minneapolis</i>, 1993.","ieee":"X. L. Aubert, R. Haeb-Umbach, and H. Ney, “Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models,” in <i>ICASSP, Minneapolis</i>, 1993.","apa":"Aubert, X. L., Haeb-Umbach, R., &#38; Ney, H. (1993). Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models. In <i>ICASSP, Minneapolis</i>.","short":"X.L. Aubert, R. Haeb-Umbach, H. Ney, in: ICASSP, Minneapolis, 1993.","bibtex":"@inproceedings{Aubert_Haeb-Umbach_Ney_1993, title={Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models}, booktitle={ICASSP, Minneapolis}, author={Aubert, Xavier L. and Haeb-Umbach, Reinhold and Ney, Hermann}, year={1993} }","mla":"Aubert, Xavier L., et al. “Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models.” <i>ICASSP, Minneapolis</i>, 1993."},"date_updated":"2022-01-06T06:51:07Z","oa":"1","date_created":"2019-07-12T05:26:55Z","author":[{"last_name":"Aubert","full_name":"Aubert, Xavier L.","first_name":"Xavier L."},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach"},{"full_name":"Ney, Hermann","last_name":"Ney","first_name":"Hermann"}],"title":"Continuous Mixture Densities and Linear Discriminant Analysis for Improved Context-Dependent Acoustic Models","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/1993/ICASSP_1993_Haeb1_paper.pdf","open_access":"1"}]},{"language":[{"iso":"eng"}],"user_id":"44006","department":[{"_id":"54"}],"_id":"11788","status":"public","abstract":[{"text":"Four methods were used to reduce the error rate of a continuous-density hidden Markov-model-based speech recognizer on the TI/NIST connected-digits recognition task. Energy thresholding sets a lower limit on the energy in each frequency channel to suppress spurious distortion accumulation caused by random noise. This led to an improvement in error rate by 15%. Spectrum normalization was used to compensate for across-speaker variations, resulting in an additional improvement by 20%. The acoustic resolution was increased up to 32 component densities per mixture. Each doubling of the number of component densities yielded a reduction in error rate by roughly 20%. Linear discriminant analysis was used for improved feature selection. A single class-independent transformation matrix was applied to a large input vector consisting of several adjacent frames, resulting in an improvement by 20% for high acoustic resolution. The final string error rate was 0.84%.","lang":"eng"}],"type":"conference","publication":"ICASSP, Minneapolis","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/1993/ICASSP_1993_Haeb_paper.pdf","open_access":"1"}],"title":"Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities","author":[{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach"},{"last_name":"Geller","full_name":"Geller, Dieter","first_name":"Dieter"},{"last_name":"Ney","full_name":"Ney, Hermann","first_name":"Hermann"}],"date_created":"2019-07-12T05:28:16Z","date_updated":"2022-01-06T06:51:08Z","oa":"1","citation":{"mla":"Haeb-Umbach, Reinhold, et al. “Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities.” <i>ICASSP, Minneapolis</i>, 1993.","bibtex":"@inproceedings{Haeb-Umbach_Geller_Ney_1993, title={Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities}, booktitle={ICASSP, Minneapolis}, author={Haeb-Umbach, Reinhold and Geller, Dieter and Ney, Hermann}, year={1993} }","short":"R. Haeb-Umbach, D. Geller, H. Ney, in: ICASSP, Minneapolis, 1993.","apa":"Haeb-Umbach, R., Geller, D., &#38; Ney, H. (1993). Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities. In <i>ICASSP, Minneapolis</i>.","ama":"Haeb-Umbach R, Geller D, Ney H. Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities. In: <i>ICASSP, Minneapolis</i>. ; 1993.","ieee":"R. Haeb-Umbach, D. Geller, and H. Ney, “Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities,” in <i>ICASSP, Minneapolis</i>, 1993.","chicago":"Haeb-Umbach, Reinhold, Dieter Geller, and Hermann Ney. “Improvements in Connected Digit Recognition Using Linear Discriminant Analysis and Mixture Densities.” In <i>ICASSP, Minneapolis</i>, 1993."},"year":"1993"}]