Dr Kim received his MSc and PhD degree from Korea Advanced Institute of Science & Technology (KAIST), Daejon, Korea, in 1993 and 1998, respectively, all in electrical engineering. In 1995, he joined Samsung Advanced Institute of Technology (SAIT), Yong-in, Korea, as a member of research staff, there he was doing research and development of speech recognition software for cellular phones and personal computers. He also played a key role in planning and settling down a government funded project, HCI processor, that was arranged by the Ministry of Science and Technology in South Korea and dominantly performed by the SAIT. In 2001, he moved his position to the Venture Group, Samsung Electronics, Seoul, Korea, to launch a new company for speech recognition and text-to-speech software development and sales. He was one of co-founders in the company, HCILAB, and served as a technical director.
He was a research associate in the Machine Intelligence Lab (former SVR group), Engineering Department, Cambridge University, from 2002 to 2005 and working on English Broadcast News transcription system development, EARS project. Now he is with the VoiceSignal Technolgies, Inc.
Publications
Thesis
- D.Y. Kim, Model-based Approach for Robust Speech Recognition in Noisy Environments, PhD Thesis, KAIST, 1998. (adviser: Prof. Soo-Young Lee)
- D.Y. Kim, A Study on the Codebook Optimisation for an HMM-based Speech Recognition System, MS Thesis, KAIST, 1993. (adviser: Prof. Chong Kwan Un)
International Journal
- D.Y. Kim, C.K. Un, and N.S. Kim, "Speech recognition in noisy environments using first-order vector Taylor series," Speech Communication, vol. 24, no. 1, pp. 39-49. June 1998.
- D.Y. Kim and C.K. Un, “Probabilistic vector mapping with trajectory information for noise-robust speech recognition," IEE Electronics Letters, vol. 32, no. 17, pp. 1550-1551, Aug. 1996.
- H.Y. Jung, D.Y. Kim and C.K. Un, “Frame decorrelation for noise-robust speech recognition," IEE Electronics Letters, vol. 32, no. 13, pp. 1163-1164, 1996.
International Conference
- R. Sinha, M.J.F. Gales, D.Y. Kim, X. Andrew, K.C. Sim, P.C. Woodland, "The CU-HTK Mandarin Broadcast News Transcription System," to appear in ICASSP06, Toulouse, France, May 2006.
- D.Y. Kim, H.Y. Chan, G. Evermann, M.J.F. Gales, D. Mrva, K.C. Sim, P.C. Woodland, "Development of the CU-HTK 2004 Broadcast News Transcription Systems," in Proc. of ICASSP05, Philadelphia, PA, March 2005.
- D.Y. Kim, S. Umesh, M.J.F. Gales, T. Hain, P.C. Woodland, "Using VTLN for Broadcast News Transcription," in Proc. of ICSLP2004, Jeju, South Korea, October 2004.
- D.Y. Kim, G. Evermann, T. Hain, D. Mrva, S. Tranter, L. Wang, and P.C. Woodland, "Recent advances in broadcast news transcription," in Proc. of ASRU2003, St. Thomas, U.S. Virgin Islands, November 2003.
- D. Povey, M.J.F. Gales, D.Y. Kim, and P.C. Woodland, "MMI-MAP and MPE-MAP for acoustic model adaptation," in Proc. of EuroSpeech2003, pp. 1981-1984, Geneva, Switzerland, September 2003.
- D.Y. Kim, N.S. Kim and C.K. Un, "Model-based approach for robust speech recognition in noisy environments of multiple noise sources," in Proc. of EuroSpeech'97, pp. 1123-1126, Rhodes, Greece, September 1997.
- N.S. Kim, D.Y. Kim, K.S. Kim and S.R. Kim, "Comparison between constant and stochastic noise assumption in environment compensation," in Proc. International Conference on Speech Processing, Seoul, Korea, pp. 613-616, August 1997.
- N.S.Kim, D.Y. Kim, B.G. Kong and S.R. Kim, “Application of VTS to environment compensation with noise statistics," in Proc. ESCA-NATO Tutorial and Research Workshop on Robust Speech Recognition for Unknown Communication Channels, Pont-a-Mousson, France, pp. 99-102, April 1997.
Technical Report
- S.E. Tranter, K. Yu, D.A. Reynolds, G. Evermann, D.Y. Kim and P.C. Woodland, "An investigation into the interactions between speaker diarisation systems and automatic speech transcription," Cambridge University Engineering Department Technical Report, CUED/F-INFENG/TR-464, 2003.
Talk
- D.Y. Kim, M.J.F. Gales and P.C. Woodland, "Recent Developments at Cambridge in Broadcast News Transcription," MIL Speech Seminar, Cambridge University, England, November 2004.
- D.Y. Kim, H.Y. Chan, G. Evermann, M.J.F. Gales, D. Mrva, K.C. Sim and P.C. Woodland, "Recent Developments at Cambridge in Broadcast News Transcription," RT-04 Workshop, Palisades, NY, November 2004.
- D.Y. Kim, M.J.F. Gales, H.Y. Chan, P.C.Woodland, S. Umesh and T. Hain, "Progress in Broadcast News English Transcription," EARS STT Workshop, Montreal, Canada, May 2004.
- D.Y. Kim, G. Evermann, T. Hain, D. Mrva, S. Tranter, L. Wang and P. Woodland, "2003 CU-HTK broadcast news English system development," RT-03 Workshop, Boston, MA, May 2003.
- G. Evermann, D.Y. Kim, L. Wang and P.C. Woodland, "2003 CU-HTK Fast System Description," RT-03 Workshop, Boston, MA, May 2003.
- S. Tranter, K. Yu, D. Reynolds, D.Y. Kim, G. Evermann, and P. Woodland, "Interactions between diarisation and STT," RT-03 Workshop, Boston, MA, May 2003.
Domestic(Korean) Journal & Conference
- D.Y. Kim, N.S. Kim and C.K. Un, "A codeword tying algorithm for discrete hidden Markov model-based speech recognition," The Journal of the Acoustical Society of Korea,vol. 13, pp. 24-31, 1994. (in Korean)
- D.Y. Kim, Y.K. Park, O.-W. Kwon, C.K. Un, S.H. Park, "Development of Korean continuous speech recognition systems based on continuous density HMM," The Journal of the Acoustical Society of Korea, vol. 13, pp. 24-31, 1994. (in Korean)
- I.J. Choi, O.-W. Kwon, J.-R. Park, C.K. Un, Y.K. Park, D.Y. Kim, H.Y. Jung, "Development of large vocabulary continuous speech recognition systems," The Journal of the Acoustical Society of Korea, vol. 14, pp. 44-50, 1995. (in Korean)
- J.-R. Park, O.-W. Kwon, D.Y. Kim, I.J. Choi, H.Y. Jung, C.K. Un, “Speech data collection for Korean speech recognition," The Journal of the Acoustical Society of Korea, vol. 14, pp. 74-81, 1995. (in Korean)
- H.Y. Jung, D.Y.Kim, C.K.Un and S.-Y. Lee, "A new auditory model for speech recognition in noisy environment," The Journal of the Acoustical Society of Korea, vol. 14, pp. 51-57, 1995. (in Korean)
Awards
- Gold Prize(Best paper of the year) in The 4th HumanTech Thesis Prize, Samsung Electronics, 1997.
Contact Information
- E-mail: dyk21@eng.cam.ac.uk
- Address: Machine Intelligence Lab, Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ, UK.
- Telephone: +44 1223 7 66515
- Fax: +44 1223 3 32662
Last updated:
Feb 27 2006