The Centre for Speech Technology Research, The university of Edinburgh

Publications by Arnab Ghoshal

[1] P. Swietojanski, A. Ghoshal, and S. Renals. Convolutional neural networks for distant speech recognition. Signal Processing Letters, IEEE, 21(9):1120-1124, September 2014. [ bib | DOI | .pdf | Abstract ]
[2] Matthew Aylett, Rasmus Dall, Arnab Ghoshal, Gustav Eje Henter, and Thomas Merritt. A flexible front-end for HTS. In Proc. Interspeech, pages 1283-1287, September 2014. [ bib | .pdf | Abstract ]
[3] Liang Lu, Arnab Ghoshal, and Steve Renals. Cross-lingual subspace Gaussian mixture model for low-resource speech recognition. IEEE Transactions on Audio, Speech and Language Processing, 22(1):17-27, 2014. [ bib | DOI | .pdf | Abstract ]
[4] P. Swietojanski, A. Ghoshal, and S. Renals. Hybrid acoustic models for distant and multichannel large vocabulary speech recognition. In Proc. IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2013. [ bib | DOI | .pdf | Abstract ]
[5] Karel Vesely, Arnab Ghoshal, Lukáš Burget, and Daniel Povey. Sequence-discriminative training of deep neural networks. In Proceedings of the Annual Conference of the International Speech Communication Association (Interspeech), Lyon, France, August 2013. [ bib | .pdf | Abstract ]
[6] Liang Lu, KK Chin, Arnab Ghoshal, and Steve Renals. Joint uncertainty decoding for noise robust subspace Gaussian mixture models. IEEE Transactions on Audio, Speech and Language Processing, 21(9):1791-1804, 2013. [ bib | DOI | .pdf | Abstract ]
[7] Pawel Swietojanski, Arnab Ghoshal, and Steve Renals. Revisiting hybrid and GMM-HMM system combination techniques. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013. [ bib | DOI | .pdf | Abstract ]
[8] Arnab Ghoshal, Pawel Swietojanski, and Steve Renals. Multilingual training of deep neural networks. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013. [ bib | DOI | .pdf | Abstract ]
[9] Liang Lu, Arnab Ghoshal, and Steve Renals. Noise adaptive training for subspace Gaussian mixture models. In Proc. Interspeech, 2013. [ bib | .pdf | Abstract ]
[10] Liang Lu, Arnab Ghoshal, and Steve Renals. Acoustic data-driven pronunciation lexicon for large vocabulary speech recognition. In Proc. ASRU, 2013. [ bib | DOI | .pdf | Abstract ]
[11] P. Swietojanski, A. Ghoshal, and S. Renals. Unsupervised cross-lingual knowledge transfer in DNN-based LVCSR. In Proc. IEEE Workshop on Spoken Language Technology, pages 246-251, Miami, Florida, USA, December 2012. [ bib | DOI | .pdf | Abstract ]
[12] Eva Hasler, Peter Bell, Arnab Ghoshal, Barry Haddow, Philipp Koehn, Fergus McInnes, Steve Renals, and Pawel Swietojanski. The UEDIN system for the IWSLT 2012 evaluation. In Proc. International Workshop on Spoken Language Translation, 2012. [ bib | .pdf | Abstract ]
[13] L. Lu, A. Ghoshal, and S. Renals. Maximum a posteriori adaptation of subspace Gaussian mixture models for cross-lingual speech recognition. In Proc. ICASSP, pages 4877-4880, 2012. [ bib | DOI | .pdf | Abstract ]
[14] L. Lu, A. Ghoshal, and S. Renals. Joint uncertainty decoding with unscented transform for noise robust subspace Gaussian mixture model. In Proc. Sapa-Scale workshop, 2012. [ bib | .pdf | Abstract ]
[15] L. Lu, KK Chin, A. Ghoshal, and S. Renals. Noise compensation for subspace Gaussian mixture models. In Proc. Interspeech, 2012. [ bib | .pdf | Abstract ]
[16] L. Lu, A. Ghoshal, and S. Renals. Regularized subspace gausian mixture models for speech recognition. IEEE Signal Processing Letters, 18(7):419-422, 2011. [ bib | .pdf | Abstract ]
[17] L. Lu, A. Ghoshal, and S. Renals. Regularized subspace Gausian mixture models for cross-lingual speech recognition. In Proc. ASRU, 2011. [ bib | .pdf | Abstract ]