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Dietrich Klakow. Using Regional Information in Language Model Based Automatic Concept Annotation and Retrieval of Video. In ICASSP 2006, 2006. google
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Michael Wiegand,
Jochen Leidner and
Dietrich Klakow. Combining term-based and event-based matching for question answering. In Annual ACM Conference on Research and Development in Information Retrieval archive Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, Pages 715 - 716, ACM, 2007. google Note: DK.
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Andreas Merkel and
Dietrich Klakow. Comparing Improved Language Models for Sentence Retrieval in Question Answering. In Proceedings of Computational Linguistics in the Netherlands CLIN, Leuven, 2007. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. A combined query expansion technique for retrieving opinions from blogs. In Ninth International Conference on Intelligent Systems Design and Applications, 2009 : ISDA ´09 ; Nov. 30, 2009 - Dec. 2, 2009, Pisa, Italy, Pages 791-796, IEEE, Pisa, Italy, 2009. google Note: DK.
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Friedrich Faubel and
Dietrich Klakow. A transformation-based derivation of the Kalman filter and an extensive unscented transform. In IEEE/SP 15th Workshop on Statistical Signal Processing, 2009 : SSP ´09 ; Aug. 31, 2009 - Sept. 3, 2009, Cardiff, United Kingdom, Pages 161-164, IEEE, Piscataway, NJ, 2009. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. A word clustering approach for language model-based sentence retrieval in question answering systems. In CIKM ´09 : proceeding of the 18th ACM Conference on Information and Knowledge Management ; Hong Kong, China, November 02 - 06, 2009, Pages 1911-1914, ACM, New York, 2009. google Note: DK.
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Friedrich Faubel,
J. McDonough and
Dietrich Klakow. Bounded conditional mean imputation with Gaussian mixture models : a reconstruction approach to partly occluded features. In Proceedings / 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing : April 19 - 24, 2009, Taipei International Convention Center, Taipei, Taiwan. - [7], Pages 3869-3872, IEEE, Piscataway, NJ, 2009. google Note: DK.
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Arnab Ghoshal,
Sanjeev Khundanpur and
Dietrich Klakow. Impact of novel sources on content-based image and video retrieval. In Proceedings / 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing : ICASSP 2009 ; April 19 - 24, 2009, Taipei International Convention Center, Taipei, Taiwan. - [4], Pages 1937-1940, IEEE, Piscataway, NJ, 2009. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. Language model-based sentence classification for opinion question answering systems. In Proceedings of the International Multiconference on Computer Science and Information Technology : October 12–14, 2009, Mragowo, Poland, Pages 251-255, Warsaw, 2009. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Predictive features in semi-supervised learning for polarity classification and the role of adjectives. In Proceedings of the 17th Nordic Conference of Computational Linguistics NODALIDA 2009 : May 14-16, 2009, Odense, Denmark, Vol. 4:198-205 of NEALT proceedings series, NEALT, Tartu, 2009. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. The role of knowledge-based features in polarity classification at sentence level. In Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference : 19 - 21 May 2009, Sanibel Island, Florida, USA, AAAI Press, Menlo Park, Calif, 2009. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Topic-Related Polarity Classification of Blog Sentences. In Progress in artificial intelligence : 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, Aveiro, Portugal, October 12 - 15, 2009, Pages 658-669, Springer, Berlin, 2009. google Note: DK.
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Friedrich Faubel,
J. McDonough and
Dietrich Klakow. A phase-averaged model for the relationship between noisy speech, clean speech and noise in the log-Mel domain. In Proceedings of Interspeech 2008 incorporating SST 2008 : 22-26 September, 2008, Brisbane, Australia, Pages 720, Brisbane, 2008. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Optimizing language models for polarity classification. In Advances in information retrieval : 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30 - April 3, 2008, Pages 612-616, Springer, Heidelberg, 2008. google Note: DK.
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Friedrich Faubel,
Humza Raja,
J. McDonough and
Dietrich Klakow. Particle filter based soft-mask estimation for missing feature reconstruction. In Proceedings of the 11th International Workshop on Acoustic Echo and Noise Control : IWAENC 2008 ; Seattle, Washington USA, 14–17 September 2008, Pages Paper ID 9075, 2008. google Note: DK.
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Fang Xu and
Dietrich Klakow. Paragraph Acquisition and Selection for List Question Using Amazon’s Mechanical Turk. In Proceedings of the International Language Resources and Evaluation (LREC-2010), Mar. 2010, Pages 2340-2345, 2010. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Predictive Features for Detecting Indefinite Polar Sentences. In Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC), Pages 795-803, 2010. google Note: DK.
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Benjamin Roth and
Dietrich Klakow. Combining Wikipedia-Based Concept Models for Cross-Language Retrieval. In Proceedings of the Information Retrieval Facility Conference, May 2010., 2010. google Note: DK.
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Benjamin Roth and
Dietrich Klakow. Cross-Language Retrieval Using Link-Based Language Models. In Proceedings of the Annual ACM SIGIR Conference, July 2010. (poster paper), 2010. google Note: DK.
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Friedrich Faubel,
J. McDonough and
Dietrich Klakow. On Expectation Maximization Based Channel and Noise Estimation Beyond the Vector Taylor Series Expansion. In Proceedings of the 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar. 2010., Pages 4294-4297, 2010. google Note: DK.
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Friedrich Faubel and
Dietrich Klakow. An Adaptive Level of Detail Approach to Nonlinear Estimation. In Proceedings of the 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar. 2010., Pages 3958-3961, 2010. google Note: DK.
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Friedrich Faubel and
Dietrich Klakow. Estimating Noise from Noisy Speech Features with a Monte Carlo Variant of the Expectation Maximization Algorithm. In Proceedings of Interspeech 2010, Sep. 2010, 2010. google Note: DK.
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Friedrich Faubel and
Dietrich Klakow. Further Improvement of the Adaptive Level of Detail Transform: Splitting in Direction of the Nonlinearity. In Proceedings of the 2010 European Signal Processing Conference (EUSIPCO 2010), Aug. 2010, 2010. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. A Hierarchical Pitman-Yor Language Model for Information Retrieval. In Proceedings of International ACM SIGIR Conference on Research and Development in Information Retrieval, Geneva, Switzerland, 2010, 2010. google Note: DK.
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Saeedah Momtazi,
Sanjeev Khundanpur and
Dietrich Klakow. A Comparative Study on Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval. In Proceedings of International Conference of North American Association of Computational Linguistics (NAACL), Los Angeles, USA, 2010, 2010. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. Yahoo! Answers for Sentence Retrieval in Question Answering. In Proceedings of the LREC Workshop on Web Logs and Question Answering, Valletta, Malta, 2010, 2010. google Note: DK.
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Magdalena Wolska,
Ruth Schreiber and
Dietrich Klakow. A comparative study of intention-level user simulations on the Communicator data. In Human language technologies as a challenge for computer science and linguistics : LTC-11, Pages 269-273, Poznań, Poland, 25-27 November 2011. google Note: MP.
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Tassilo Barth,
Dietrich Klakow and
Magdalena Wolska. Unsupervised learning of dialogue structure in task-oriented dialogues. In Human language technologies as a challenge for computer science and linguistics : 5th Language & Technology Conference (LTC´11), Pages 279-283, Poznań, Poland, 25-27 September 2011. google Note: MP, DK.
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Najib Hadir,
Friedrich Faubel and
Dietrich Klakow. A model-based spectral envelope Wiener filter for perceptually motivated speech enhancement. In Interspeech 2011 : 12th Annual Conference of the International Speech Communication Association, Pages 213-216, ISCA, Baixas, 27-31 August 2011. google Note: DK.
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Saeedah Momtazi and
Dietrich Klakow. Trained trigger language model for sentence retrieval in QA : bridging the vocabulary gap. In CIKM´11 : proceedings of the 2011 ACM International Conference on Information and Knowledge Management & co-located workshops..., Pages 2005-2008, ACM, New York, NY, 24-28 October 2011. google Note: DK
ISSN: 978-1-450-30717-8.
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Barbara Rauch,
Friedrich Faubel and
Dietrich Klakow. An analysis of nonstationary variance estimates in the maximum negentropy beamformer. In HSCMA : 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, Pages 201-206, IEEE, Piscataway, NJ, 30 May - 1 June 0. google Note: DK
ISSN: 978-1-4577-0997-5 .
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Michael Wiegand and
Dietrich Klakow. The role of predicates in opinion holder extraction. In Proceedings of the Workshop on Information Extraction and Knowledge Acquisition, Pages 13-20, INCOMA, Shoumen, 16-16 September 2011. google Note: DK
ISSN: 978-954-452018-2.
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Michael Wiegand and
Dietrich Klakow. Prototypical opinion holders : what we can learn from experts and analysts. In Proceedings / International Conference Recent Advances in Natural Language Processing, Pages 282-288, INCOMA, Shoumen, 12-14 September 2011. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Convolution kernels for subjectivity detection. In Proceedings of the 18th Nordic Conference of Computational Linguistics NODALIDA 2011, Pages 254-261, Tartu, 11-13 May 2011. google Note: DK
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Andreas Beschorner and
Dietrich Klakow. Continuous speech recognition using correlation features and structured SVM probability output. In Elektronische Sprachsignalverarbeitung 2012 : Tagungsband der 23. Konferenz Cottbus, 29-31 August 2012. google
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Youssef Oualil,
Friedrich Faubel and
Dietrich Klakow. A multiple hypothesis Gaussian mixture filter for acoustic source localization and tracking. In IWAENC 2012 : proceedings / International Workshop on Acoustic Signal Enhancement, RWTH Aachen University, Germany, September 4th - 6th, 2012 ... - Berlin [u.a.], 2012. google
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Michael Wiegand,
Benjamin Roth and
Dietrich Klakow. Data-driven knowledge extraction for the food domain. In Empirical methods in natural language processing : proceedings of the Conference on Natural Language Processing 2012 / 11 th Conference on Natural Language Processing (KONVENS). - Wien : ÖGAI, 2012, Pages 21-29, 2012. google
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Michael Wiegand,
Benjamin Roth and
Dietrich Klakow. Knowledge acquisition with natural language processing in the food domain : potential and challenges. In Proceedings of the Cooking with Computers Workshop (CwC) : [Montpellier, France, August 28th, 2012 ; during ECAI], Pages 46-51, Montpellier, France, 2012. google
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Michael Wiegand,
Benjamin Roth and
Dietrich Klakow. Web-based relation extraction for the food domain. In Natural language processing and information systems : 17th International Conference on Applications of Natural Language to Information Systems, NLDB 2012, Groningen, The Netherlands, June 26 - 28, 2012 ; proceedings. - Berlin [u.a.], Pages 222-227, Springer, 2012. google
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Michael Wiegand and
Dietrich Klakow. Generalization methods for in-domain and cross-domain opinion holder extraction. In 13th Conference of the European Chapter of the Association for Computational Linguistics : proceedings of the conference ; EACL 2012, Pages 325-335, Avignon, France, 23-27 April 2012. google
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Youssef Oualil,
Friedrich Faubel and
Dietrich Klakow. A fast cumulative steered response power for multiple speaker detection and localization. In 2013 proceedings of the 21th European Signal Processing Conference (EUSIPCO 2012), Marrakesh, Marokko, 9-13 September 2013. google Note: DK.
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Youssef Oualil,
Mathew Magimai Doss,
Friedrich Faubel and
Dietrich Klakow. A probabilistic framework for multiple speaker localization. In 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing : [ICASSP 2013], Pages 3962-3966, Vancouver Convention Center, Vancouver, British Columbia, Canada, 26-31 May 2013. google Note: DK.
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Youssef Oualil,
Friedrich Faubel and
Dietrich Klakow. An unsupervised Bayesian classifier for multiple speaker detection and localization. In Interspeech 2013 : 14th Annual Conference of the International Speech Communication Association, Pages 2943-2947, Lyon, France, 25-29 August 2013. google Note: DK.
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Michael Roth and
Dietrich Klakow. Combining generative and discriminative model scores for distant supervision. In 2013 Conference on Empirical Methods in Natural Language Processing : EMNLP 2013 ; proceedings of the Conference, Pages 24-29, Grand Hyatt Seattle, Seattle, Washington, USA. - Stroudsburg, PA : ACL, 18-21 October 2013. google Note: DK.
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Mittul Singh and
Dietrich Klakow. Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. In 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing : [ICASSP 2013], Pages 8416-8420, Vancouver Convention Center, Vancouver, British Columbia, Canada. - Piscataway, NJ : IEEE, 26-31 May 2013. google Note: DK.
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Benjamin Roth and
Dietrich Klakow. Feature-based models for improving the quality of noisy training data for relation extraction. In CIKM’13 : proceedings of the 22nd ACM International Conference on Information and Knowledge Management, Pages 1181-1184, San Francisco, CA, USA. - New York, NY : ACM, 27 October - 1 November 2013. google Note: DK.
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Michael Wiegand,
Josef Ruppenhofer and
Dietrich Klakow. Predicative adjectives : an unsupervised criterion to extract subjective adjectives. In 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : (NAACL HLT 2013), Pages 534-539, Atlanta, Georgia, USA - Vol. 1. - Red Hook, NY : Curran, 9-14 June 2013. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Towards contextual healthiness classification of food items - a linguistic approach. In Sixth International Joint Conference on Natural Language Processing : IJCNLP, proceedings of the main conference. - [S.l.] : Asian Federation of Natural Language Processing, Pages 19-27, Nagoya Congress Center, Nagoya, Japan, 14-18 October 2013. google Note: DK.
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Michael Wiegand and
Dietrich Klakow. Towards the detection of reliable food-health relationships. In Workshop on Language Analysis in Social Media, Pages 69-79, Atlanta, Georgia, USA - Red Hook, NY : Curran, 13 June 2013. google Note: DK.
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Munir Georges,
Stephan Kanthak and
Dietrich Klakow. Transducer-based speech recognition with dynamic language models. In Interspeech 2013 : 14th Annual Conference of the International Speech Communication Association, Pages 642-646, Lyon, France, 25-29 August 2013. google Note: DK.
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Oliver Ohneiser,
Hartmut Helmke,
Heiko Ehr,
Hejar Gürlük,
Michael Hössl,
Matthias Kleinert,
Thorsten Mühlhausen,
Maria Uebbing-Rumke,
Youssef Oualil,
Marc Schulder,
Anna Schmidt,
Arif Khan and
Dietrich Klakow. Air Traffic Controller Support by Speech Recognition. In AHFE 2014, 19-23 July 2014. google Note: DK.
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Jan Alexandersson,
Andrey Girenko,
Dimitris Spiliotopoulos,
Volha Petukhova,
Dietrich Klakow,
Dimitris Koryzis,
Niels Taatgen,
Marcus Specht,
Nick Campbell,
Maria Aretoulaki,
Alexander Stricker and
Michael Gardner. Metalogue: A Multiperspective Multimodal Dialogue System with Metacognitive Abilities for Highly Adaptive and Flexible Dialogue Management. In 10th Int. Conf. Intelligent Environments (IE’14), 2-4 July 2014. google Note: DK.
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Youssef Oualil and
Dietrich Klakow. Multiple Concurrent Speaker Short-Term Tracking Using A Kalman Filter Bank. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2014. google Note: DK.
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Volha Petukhova,
Martin Gropp,
Dietrich Klakow,
Gregor Eigner,
Mario Topf,
Stefan Srb,
Petr Motlicek,
Blaise Potard,
John Dines,
Olivier Deroo,
Ronny Egeler,
Uwe Meinz,
Steffen Liersch and
Anna Schmidt. The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), ELRA, Paris, 25-29 May 2014. google
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Mittul Singh,
Clayton Greenberg,
Youssef Oualil and
Dietrich Klakow. Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan, 13-16 December 2016. google Note: DK.
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Matti Varjokallio and
Dietrich Klakow. Unsupervised morph segmentation and statistical language models for vocabulary expansion. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Pages 175–180, Berlin, Germany, 7-12 August 2016. google Note: DK.
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Dilafruz Amanova,
Volha Petukhova and
Dietrich Klakow. Creating Annotated Dialogue Resources: Cross-Domain Dialogue Act Classification. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia, 23-28 May 2016. google Note: DK.
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Youssef Oualil and
Dietrich Klakow. A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models. In Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH), Stockholm, Sweden, August 2017. google Note: DK.
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Eustace Ebhotemhen,
Volha Petukhova and
Dietrich Klakow. Incremental Dialogue Act Recognition: token- vs chunk-based classification. In Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH), Pages 889-893, Stockholm, Sweden, August 2017. google Note: DK.
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Mittul Singh,
Youssef Oualil and
Dietrich Klakow. Approximated and domain-adapted LSTM language models for first-pass decoding in speech recognition. In Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH), Stockholm, Sweden, August 2017. google Note: DK.
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Thomas A. Trost and
Dietrich Klakow. Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings. In Workshop Proceedings of TextGraphs-11: Graph-based Methods for Natural Language Processing (Workshop at ACL 2017), Vancouver, Kanada, August 2017. google Note: DK.
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Youssef Oualil and
Dietrich Klakow. A Neural Network Approach for Mixing Language Models. In Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, March 2017. google Note: DK.
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David M. Howcroft,
Dietrich Klakow and
Vera Demberg. The Extended SPaRKy Restaurant Corpus: designing a corpus with variable information density. In Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH), Stockholm, Sweden, August 2017. google Note: DK.
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