{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:51:46Z","timestamp":1740099106337,"version":"3.37.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319995786"},{"type":"electronic","value":"9783319995793"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-99579-3_54","type":"book-chapter","created":{"date-parts":[[2018,8,24]],"date-time":"2018-08-24T03:36:09Z","timestamp":1535081769000},"page":"522-531","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Comparison of Language Model Training Techniques in a Continuous Speech Recognition System for Serbian"],"prefix":"10.1007","author":[{"given":"Branislav","family":"Popovi\u0107","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Edvin","family":"Pakoci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Darko","family":"Pekar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,25]]},"reference":[{"key":"54_CR1","unstructured":"Goodman, J.T.: A bit of progress in language modeling, extended version. Microsoft Research, Technical report, MSR-TR-2001-72 (2001)"},{"key":"54_CR2","doi-asserted-by":"publisher","first-page":"1270","DOI":"10.1109\/5.880083","volume":"88","author":"R Rosenfeld","year":"2000","unstructured":"Rosenfeld, R.: Two decades of statistical language modeling: where do we go from here? Proc. IEEE 88, 1270\u20131278 (2000)","journal-title":"Proc. IEEE"},{"key":"54_CR3","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1007\/978-3-319-66429-3_48","volume-title":"Speech and Computer","author":"E Pakoci","year":"2017","unstructured":"Pakoci, E., Popovi\u0107, B., Pekar, D.: Language model optimization for a deep neural network based speech recognition system for Serbian. In: Karpov, A., Potapova, R., Mporas, I. (eds.) SPECOM 2017. LNCS (LNAI), vol. 10458, pp. 483\u2013492. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-66429-3_48"},{"issue":"1","key":"54_CR4","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.csl.2014.09.005","volume":"30","author":"WD Mulder","year":"2015","unstructured":"Mulder, W.D., Bethard, S., Moens, M.F.: A survey on the application of recurrent neural networks to statistical language modeling. Comput. Speech Lang. 30(1), 61\u201398 (2015)","journal-title":"Comput. Speech Lang."},{"key":"54_CR5","doi-asserted-by":"crossref","unstructured":"Mikolov, T., Kombrink, S., Burget, L., \u010cernock\u00fd, J.H., Khudanpur, S.: Extensions of recurrent neural network language model. In: Proceedings of ICASSP, pp. 5528\u20135531. IEEE (2011)","DOI":"10.1109\/ICASSP.2011.5947611"},{"key":"54_CR6","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-3-319-66429-3_33","volume-title":"Speech and Computer","author":"B Popovi\u0107","year":"2017","unstructured":"Popovi\u0107, B., Pakoci, E., Pekar, D.: End-to-end large vocabulary speech recognition for the Serbian language. In: Karpov, A., Potapova, R., Mporas, I. (eds.) SPECOM 2017. LNCS (LNAI), vol. 10458, pp. 343\u2013352. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-66429-3_33"},{"key":"54_CR7","unstructured":"Pakoci, E., Popovi\u0107, B., Pekar, D.: Fast sequence-trained deep neural network models for Serbian speech recognition. In: 11th Digital Speech and Image Processing, DOGS, Novi Sad, Serbia, pp. 25\u201328 (2017)"},{"key":"54_CR8","doi-asserted-by":"crossref","unstructured":"Mikolov, T., Kombrink, S., Deoras, A., Burget, L., \u010cernock\u00fd, J.H.: RNNLM - recurrent neural network language modeling toolkit. In: Procedings of ASRU Workshop (2011)","DOI":"10.1109\/ICASSP.2011.5947611"},{"key":"54_CR9","unstructured":"Mikolov, T., Chen K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space, arXiv:1301.3781 (2013)"},{"key":"54_CR10","unstructured":"Niu, F., Recht, B., R\u00e9, C., Wright, S.J.: Hogwild!: a lock-free approach to parallelizing stochastic gradient descent. In: Advances in Neural Information Processing Systems, Chicago, pp. 693\u2013701 (2011)"},{"key":"54_CR11","doi-asserted-by":"crossref","unstructured":"Chen, X., Liu, X., Gales, M.J.F., Woodland, P.C.: Recurrent neural network language model training with noise contrastive estimation for speech recognition. In: Proceedings of ICASSP, pp. 5411\u20135415. IEEE (2015)","DOI":"10.1109\/ICASSP.2015.7179005"},{"key":"54_CR12","unstructured":"Abadi, M: TensorFlow: large-scale machine learning on heterogeneous distributed systems, arXiv:1603.04467 (2016)"},{"key":"54_CR13","doi-asserted-by":"crossref","unstructured":"Chen, X., Liu, X., Qian, Y., Gales, M.J.F., Woodland P.C.: CUED-RNNLM \u2013 an open-source toolkit for efficient training and evaluation of recurrent neural network language models. In: Proceedings of ICASSP, pp. 6000\u20136004. IEEE (2015)","DOI":"10.1109\/ICASSP.2016.7472829"},{"key":"54_CR14","unstructured":"Povey, D., et al.: The Kaldi speech recognition toolkit. In: IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), pp. 1\u20134. IEEE Signal Processing Society (2011)"},{"key":"54_CR15","doi-asserted-by":"crossref","unstructured":"Xu, H., et al.: A pruned RNNLM lattice-rescoring algorithm for automatic speech recognition (2017)","DOI":"10.1109\/ICASSP.2018.8461974"}],"container-title":["Lecture Notes in Computer Science","Speech and Computer"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-99579-3_54","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,22]],"date-time":"2019-10-22T18:08:26Z","timestamp":1571767706000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-99579-3_54"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319995786","9783319995793"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-99579-3_54","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}