Research output per year
Research output per year
Personal profile
Research Interests
Automatic speech recognition, speaker adaptation, semi-supervised training and meta-learning.
Qualifications
2020 Ph.D. in Computer Science, University of Edinburgh, Edinburgh, UK
2015 M.Sc. in Computer Science, Charles University in Prague, Prague, UK
2013 B.Sc. in Computer Science, Charles University in Prague, Prague, UK
Biography
Ondrej Klejch is a Research Associate in the Centre for Speech Technology Research (CSTR) in the University of Edinburgh. He is currently working on the IARPA-funded MATERIAL programme with Dr Peter Bell and Prof Steve Renals. In the past he has been involved in the EU projects SUMMA and ELG.
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Research output
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Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview
Bell, P., Fainberg, J., Klejch, O., Li, J., Renals, S. & Swietojanski, P., 2021, In: IEEE Open Journal of Signal Processing. 2, p. 33-66 34 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Acoustic model adaptation from raw waveforms with Sincnet
Fainberg, J., Klejch, O., Loweimi, E., Bell, P. & Renals, S., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 897-904 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Ava Active Speaker: An Audio-Visual Dataset for Active Speaker Detection
Roth, J., Chaudhuri, S., Klejch, O., Marvin, R., Gallagher, A., Kaver, L., Ramaswamy, S., Stopczynski, A., Schmid, C., Xi, Z. & Pantofaru, C., 9 Apr 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 4492-4496 5 p. (IEEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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European Language Grid: An Overview
Rehm, G., Berger, M., Elsholz, E., Hegele, S., Kintzel, F., Marheinecke, K., Piperidis, S., Deligiannis, M., Galanis, D., Gkirtzou, K., Labropoulou, P., Bontcheva, K., Jones, D., Roberts, I., Hajic, J., Hamrlová, J., Kačena, L., Choukri, K., Arranz, V., Vasiļjevs, A. & 16 others, , 16 May 2020, Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020). European Language Resources Association (ELRA), p. 3366–3380 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Experiments with Cross-Language Speech Retrieval for Lower-Resource Languages
Nair, S., Ragni, A., Klejch, O., Galuscáková, P. & Oard, D., 27 Feb 2020, Information Retrieval Technology: 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, China, November 7–9, 2019, Proceedings. Wang, F. L., Xie, H., Lam, W., Sun, A., Ku, L-W., Hao, T., Chen, W., Wong, T-L. & Tao, X. (eds.). Cham: Springer International Publishing, p. 145-157 13 p. (Lecture Notes in Computer Science; vol. 12004).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution