Prof. Kay Berkling, PhD

Professorin Fakultät Technik

Erzbergerstraße 121, Raum E511

Vita

Kay Berkling obtained her PhD at the Oregon Graduate Institute of Science & Technology (today OHSU) in 1996 in the area of Automatic Language Identification of Telephone Speech in Computer Science. Since then she has published in Language and Automatic Dialect Identification. Her expertise lies in joining linguistic knowledge with statistical information and combining know-how across disciplines.

After working for Lincoln Laboratory, MIT she joined Ubilab, the innovation lab of UBS. The following five years she collaborated on a number of international projects in the financial industries and gained extensive experience on projects and managing the interface between IT and Business. In 2004 she was named Full Professor at the Polytechnic University of Puerto Rico in the area of Software Engineering. She has a number of publications in project estimation and teaching methods.

In 2008 she immigrated to Germany where she added a degree in teaching to her repertoire in order to extend the research into German language and didactics. Her most recent publications are in automatic diagnostics of spelling errors for learners of German handwriting leveraging speech technology.

Current projects relate to applying these diverse technologies to computer-based learning for children in the context of gamification, thereby integrating research projects with teaching of Software Engineering Projects. Kay Berkling mostly teaches Software Engineering and Algorithms at the Duale Hochschule Baden-Württemberg. In her free time, she teaches student teachers how to integrate technology in the language learning classroom.

Forschungsprojekte

- Automatisierte Rechtschreibdiagnose
- "Phonics" in der deutschen Sprache? Fibeltexte in der Analyse
- Gaming und Gamification

Mehr erfahren

Areas of Interest and Teaching

  • Speech Recognition and Synthesis Applied to Child-Computer Interfaces
  • Gamification
  • Project Management Tools for Software Engineers
  • Algorithms
  • Language Learning with Modern Media in the Context of Research Projects

Current Research Projects

Topic: Cross-disciplinary Software Projects for Education and Computer-Supported Individualized Language Learning in the Context of Gamification

The following projects are at various stages of maturity from planning to publication and listed in that order:

  • DFG-funded automatic diagnosis of spelling errors using speech technology, a joint project with PH, Karlsruhe (University of Education) and KIT, Karlsruhe Institute of Technology. (We know that many children in upper grades still have difficulty with German spelling. If your child wants to learn with us, please send us email – berklingnoSpam@dhbw-karlsruhe.de) – see publications
  • Integrating Research and Teaching: Implementation of Research Projects in the Software Engineering classroom – see project above
  • Working with Explode The Code Online and German children in 3rd and 4th grade who are learning English from home.  A joint project with DHBW, PH Karlsruhe (University of Education) and ETC School Specialty. (If your child wants to learn with us, please send us email at berklingnoSpam@dhbw-karlsruhe.de) – ongoing
  • Integrating Research and Teaching: Theoretical foundations of gamification, didactics and business applications in the DHBW classroom

International Research Tasks

Committee Work and Reviews

  • Elected Member of ISCA board (http://www.isca-speech.org/iscaweb/index.php/about-isca/isca-board) starting August 2015
  • Organizer and Co-Chair of L1TLT L1 Learning, Teaching and Technology Workshop 2015
  • Member of Technical Committee on Speech and Language IEEE 2013-2015, Senior Member of IEEE
  • President Special Interest Group SIG-CHILD (ISCA)
  • Member of ISCA Electronic Access Committee
  • Committee IEEE Odyssey on Speaker Identification and Language Identification
  • Co-Chair of WOCCI Workshop on Child Computer Interaction: 2008, 2010, 2012, 2014
  • Co-Chair SEAFOOD – Software Engineering Approaches For Offshore and Outsourced Development 2008
  • Member of Technical Committee on Speech and Language IEEE 2005-2009, Senior Member of IEEE
  • President Special Interest Group SIG-CHILD (ISCA)
  • Local Chair Odyssey 2006
  • Local Chair ASRU 2005
  • Reviewer Interspeech, ICASSP, ASRU
  • Reviewer IEEE Transactions Acoustics, Speech and Signal Processing, Elsevier Speech Communication

Guest Editor

  • Special Edition ACM Transactions on Speech and Language Processing. Children’s Speech for Child-Machine Interaction Applications. Volume 7, Issue 4, August 2011.
  • Springer, Lecture Notes in Business Information Processing, Vol. 16. Second International Conference, SEAFOOD 2008, Zurich, Switzerland, July 2-3, 2008.
  • IEEE Transactions on Audio, Speech and Language Processing, Special Section on Speaker and Language Recognition, Volume 15, Issue 7, September 2007.

List of Publications

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  • 2012

  • Berkling, Kay (2012) : A case study using data exploration of spelling errors towards designing automated interactive diagnostics In: International Speech Communication Association: Workshop on Child, Computer and Interaction, 3: WOCCI 2012 : Workshop on Child, Computer and Interaction: Portland, Oregon: Sep 14, 2012 - Sep 15, 2012: ISCA (WOCCI), S. 97-103. Online verfügbar unter http://www.isca-speech.org/archive/wocci_2012/wc12_097.html

     

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  • Fay, Johanna; Berkling, Kay; Stüker, Sebastian (2012): Diagnostik von Rechtschreibfähigkeit in freien Texten: Entwicklung einer Software zur automatischen Analyse von Schreibungen auf Basis von speech-processing-Technologien. In: Didaktik Deutsch 33, S. 14-37

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  • 2011

  • Berkling, Kay; Fay, Johanna; Stüker, Sebastian (2011) : Speech technology-based framework for quantitative analysis of German spelling errors in freely composed children’s texts Education In: International Speech Communication Association: Workshop on Speech and Language Technology in Education: SCA International Workshop on Speech and Language Technology in Education (SLaTE 2011): Venice, Italy: August 24-26, 2011: ISCA (SLaTE), S. 65-68. Online verfügbar unter @http://www.isca-speech.org/archive/slate_2011/sl11_065.html

     

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  • Potamianos, Alexandros; Giuliani, Diego; Narayanan, Shrikanth S.; Berkling, Kay (2011): Introduction to the special issue on speech and language processing of children’s speech for child-machine interaction applications. In: TSLP 7 (4)

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  • Stüker, Sebastian; Fay, Johanna; Berkling, Kay (2011) : Towards Context-Dependent Phonetic Spelling Error Correction in Children’s Freely Composed Text for Diagnostic and Pedagogical Purposes Communication Association, Florence, Italy, August 27-31, 2011 In: International Speech Communication Association: International Conference of the International Speech Communication Association, 12: INTERSPEECH 2011: Florence, Italy: 27-31 August, 2011: ISCA (Interspeech), S. 1601-1604. Online verfügbar unter http://www.isca-speech.org/archive/interspeech_2011/i11_1601.html

     

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  • 2010

  • Watts, Oliver; Yamagishi, Junichi; King, Simon; Berkling, Kay (2010): Synthesis of Child Speech With HMM Adaptation and Voice Conversion. In: IEEE Trans. Audio, Speech & Language Processing 18 (5), S. 1005-1016. DOI: 10.1109/TASL.2009.2035029
  • 2009

  • Berkling, Kay; Kiragiannis, Georgios; Zundel, Armin; Datta, Subhajit (2009) : Timeline Prediction Framework for Iterative Software Engineering Projects with Changes Second International Conference, SEAFOOD 2008, Zurich, Switzerland, July 2-3, 2008. Revised Papers In: Berkling, Kay; Joseph, Mathai; Meyer, Bertrand; Nordio, Martin (Hg.): Software Engineering Approaches for Offshore and Outsourced Development, Second International Conference, SEAFOOD 2008, Zurich, Switzerland, July 2-3, 2008. Revised Papers, 16: Springer (Lecture Notes in Business Information Processing), S. 15-32. Online verfügbar unter http://
  • Berkling, Kay; Joseph, Mathai; Meyer, Bertrand; Nordio, Martin (Hg.) (2009): Software Engineering Approaches for Offshore and Outsourced Development, Second International Conference, SEAFOOD 2008, Zurich, Switzerland, July 2-3, 2008. Revised Papers: Springer (Lecture Notes in Business Information Processing)

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  • Watts, Oliver; Yamagishi, Junichi; King, Simon; Berkling, Kay (2009) : HMM adaptation and voice conversion for the synthesis of child speech: a comparison Communication Association, Brighton, United Kingdom, September 6-10, 2009 In: International Speech Communication Association: International Conference of the International Speech Communication Association, 10: INTERSPEECH 2009: Brighton, United Kingdom: 6-10 September 2009: ISCA (Interspeech), S. 2627-2631. Online verfügbar unter http://www.isca-speech.org/archive/interspeech_2009/i09_2627.html

     

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  • 2008

  • Berkling, Kay; Giuliani, Diego; Potamianos, Alexandros (Hg.) (2008): The 1st Workshop on Child, Computer and Interaction, WOCCI 2008, Chania, Crete, Greece, October 23, 2008: ISCA

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  • Watts, Oliver; Yamagishi, Junichi; Berkling, Kay; King, Simon (2008) : HMM-based synthesis of child speech Chania, Crete, Greece, October 23, 2008 In: Berkling, Kay; Giuliani, Diego; Potamianos, Alexandros (Hg.): The 1st Workshop on Child, Computer and Interaction, WOCCI 2008, Chania, Crete, Greece, October 23, 2008: ISCA. Online verfügbar unter http://www.isca-speech.org/archive/wocci_2008/woc8_19.html

     

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  • 2007

  • Berkling, Kay; Geisser, Michael; Hildenbrand, Tobias; Rothlauf, Franz (2007) : Offshore Software Development: Transferring Research Findings into the Classroom First International Conference, SEAFOOD 2007, Zurich, Switzerland, February 5-6, 2007. Revised Papers In: Meyer, Bertrand; Joseph, Mathai (Hg.): Software Engineering Approaches for Offshore and Outsourced Development, First International Conference, SEAFOOD 2007, Zurich, Switzerland, February 5-6, 2007. Revised Papers, 4716: Springer (Lecture Notes in Computer Science), S. 1-18. Online verfügbar unter http://dx.doi.org/10.1007/978-3-540-75542-5_1

     

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  • Rodriguez, Felix; Geisser, Michael; Berkling, Kay; Hildenbrand, Tobias (2007) : Evaluating Collaboration Platforms for Offshore Software Development Scenarios First International Conference, SEAFOOD 2007, Zurich, Switzerland, February 5-6, 2007. Revised Papers In: Meyer, Bertrand; Joseph, Mathai (Hg.): Software Engineering Approaches for Offshore and Outsourced Development, First International Conference, SEAFOOD 2007, Zurich, Switzerland, February 5-6, 2007. Revised Papers, 4716: Springer (Lecture Notes in Computer Science), S. 96-108. Online verfügbar unter http://dx.doi.org/10.1007/978-3-540-75542-5_8

     

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  • 2001

  • Berkling, Kay (2001): SCoPE, syllable core and periphery evaluation: Automatic syllabification and foreign accent identification. In: Speech Communication 35 (1-2), S. 125-138. DOI: 10.1016/S0167-6393(00)00100-X
  • Zissman, Marc A.; Berkling, Kay (2001): Automatic language identification. In: Speech Communication 35 (1-2), S. 115-124. DOI: 10.1016/S0167-6393(00)00099-6
  • 1999

  • Berkling, Kay; Reynolds, Douglas A.; Zissman, Marc A. (1999) : Evaluation of confidence measures for language identification EUROSPEECH 1999, Budapest, Hungary, September 5-9, 1999 In: International Speech Communication Association: European Conference on Speech Communication and Technology, 6: Eurospeech 1999: Budapest, Hungary: International Speech Communication Association (ISCA) (Eurospeech). Online verfügbar unter http://www.isca-speech.org/archive/eurospeech_1999/e99_0363.html

     

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  • 1998

  • Berkling, Kay; Zissman, Marc A.; Vonwiller, Julie; Cleirigh, Christopher (1998) : Improving accent identification through knowledge of English syllable structure The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November - 4th December 1998 In: Speech Research Lab: International Conference on Spoken Language Processing, 5: 5th International Conference on Spoken Language Processing: Sydney, Australia: November 30 - December 4, 1998: ISCA (ICSLP). Online verfügbar unter http://www.isca-speech.org/archive/icslp_1998/i98_0394.html

     

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  • 1996

  • Berkling, Kay; Barnard, Etienne (1996) : Language identification with inaccurate string matching PA, USA, October 3-6, 1996 In: Speech Research Lab: International Conference on Spoken Language Processing, 4: The Fourth International Conference on Spoken Language Processing: Philadelphia, PA, USA: October 3-6,: ISCA (ICSLP). Online verfügbar unter http://www.isca-speech.org/archive/icslp_1996/i96_1796.html

     

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  • 1995

  • Berkling, Kay; Barnard, Etienne (1995) : Theoretical error prediction for a language identification system using optimal phoneme clustering EUROSPEECH 1995, Madrid, Spain, September 18-21, 1995 In: International Speech Communication Association: European Conference on Speech Communication and Technology, 4: Eurospeech 1995: Madrid, Spain: International Speech Communication Association (ISCA) (Eurospeech). Online verfügbar unter http://www.isca-speech.org/archive/eurospeech_1995/e95_0351.html

     

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  • 1994

  • Berkling, Kay; Arai, Takayuki; Barnard, Etienne (1994) : Analysis of phoneme-based features for language identification Speech and Signal Processing, Adelaide, South Australia, Australia, April 19-22, 1994 In: IEEE Signal Processing Society: International Conference on Acoustics, Speech and Signal Processing 1994: Proceedings: International Conference on Acoustics, Speech and Signal Processing (ICASSP): Adelaide: IEEE Computer Society (ICASSP), S. 289-292. Online verfügbar unter http://dx.doi.org/10.1109/ICASSP.1994.389298
  • Berkling, Kay; Barnard, Etienne (1994) : Language identification of six languages based on a common set of broad phonemes In: International Speech Communication Association: International Conference on Spoken Language Processing, 3: The 3rd International Conference on Spoken Language Processing, ICSLP: Yokohama, Japan: September 18-22, 1994: ISCA (ICSLP). Online verfügbar unter http://www.isca-speech.org/archive/icslp_1994/i94_1891.html

     

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  • 1993

  • Muthusamy, Yeshwant K.; Berkling, Kay; Arai, Takayuki; Cole, Ronald; Barnard, Etienne (1993) : A comparison of approaches to automatic language identification using telephone speech EUROSPEECH 1993, Berlin, Germany, September 22-25, 1993 In: International Speech Communication Association: European Conference on Speech Communication and Technology, 3: Eurospeech 1993: Berlin, Germany: International Speech Communication Association (ISCA) (Eurospeech). Online verfügbar unter http://www.isca-speech.org/archive/eurospeech_1993/e93_1307.html

     

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