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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 14 of 14 1 Lattice-Free Maximum Mutual Information Training of Multilingual Speech Recognition System Madikeri, Srikanth; Khonglah, Banriskhem; Tong, Sibo... In: http://infoscience.epfl.ch/record/284989 (2021) BASE Show details 2 CHiME-6 Challenge: Tackling multispeaker speech recognition for unsegmented recordings Watanabe, Shinji; Mandel, Michael; Barker, Jon... In: CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments ; https://hal.inria.fr/hal-02546993 ; CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments, May 2020, Barcelona / Virtual, Spain (2020) BASE Show details 3 Acoustic data-driven lexicon learning based on a greedy pronunciation selection framework ... Zhang, Xiaohui; Manohar, Vimal; Povey, Daniel. - : arXiv, 2017 BASE Show details 4 Approaches to automatic lexicon learning with limited training examples Goel, Nagendra; Thomas, Samuel; Agarwal, Mohit... In: http://infoscience.epfl.ch/record/203451 (2014) BASE Show details 5 Subspace Gaussian Mixture Models for speech recognition Povey, Daniel; Burget, Lukas; Agarwal, Mohit... In: http://infoscience.epfl.ch/record/203448 (2014) BASE Show details 6 Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models Burget, Lukas; Schwarz, Petr; Agarwal, Mohit... In: http://infoscience.epfl.ch/record/203450 (2014) BASE Show details 7 Multilingual Deep Neural Network based Acoustic Modeling For Rapid Language Adaptation Vu, Ngoc Thang; Imseng, David; Povey, Daniel; Motlicek, Petr; Schultz, Tanja; Bourlard, Hervé In: http://infoscience.epfl.ch/record/198446 (2014) Abstract: This paper presents a study on multilingual deep neural network (DNN) based acoustic modeling and its application to new languages. We investigate the effect of phone merging on multilingual DNN in context of rapid language adaptation. Moreover, the combination of multilingual DNNs with Kullback--Leibler divergence based acoustic modeling (KL-HMM) is explored. Using ten different languages from the Globalphone database, our studies reveal that crosslingual acoustic model transfer through multilingual DNNs is superior to unsupervised RBM pre-training and greedy layer-wise supervised training. We also found that KL-HMM based decoding consistently outperforms conventional hybrid decoding, especially in low-resource scenarios. Furthermore, the experiments indicate that multilingual DNN training equally benefits from simple phoneset concatenation and manually derived universal phonesets. URL: https://doi.org/10.1109/ICASSP.2014.6855086 http://infoscience.epfl.ch/record/198446 https://infoscience.epfl.ch/record/198446/files/Vu_ICASSP_2014.pdf BASE Hide details 8 The Kaldi Speech Recognition Toolkit Povey, Daniel; Ghoshal, Arnab; Boulianne, Gilles... In: http://infoscience.epfl.ch/record/192584 (2013) BASE Show details 9 The Kaldi Speech Recognition Toolkit Povey, Daniel; Ghoshal, Arnab; Boulianne, Gilles... In: http://infoscience.epfl.ch/record/192761 (2013) BASE Show details 10 A basis representation of constrained MLLR transforms for robust adaptation Povey, Daniel; Yao, Kaisheng In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 26 (2012) 1, 35-51 BLLDB OLC Linguistik Show details 11 The subspace Gaussian mixture model - a structured model for speech recognition Akyazı, Pınar; Thomas, Samuel; Schwarz, Petr... In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 25 (2011) 2, 404-439 BLLDB OLC Linguistik Show details 12 Minimum Bayes risk decoding and system combination based on a recursion for edit distance Xu, Haihua; Zhu, Jie; Povey, Daniel... In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 25 (2011) 4, 802-828 BLLDB OLC Linguistik Show details 13 Advances in Arabic speech transcription at IBM under the DARPA GALE program Kuo, Hong-Kwang Jeff; Emami, Ahmad; Povey, Daniel... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 17 (2009) 5, 884-894 BLLDB OLC Linguistik Show details 14 Advances in speech transcription at IBM under the DARPA EARS program Kingsbury, Brian; Mangu, Lidia; Povey, Daniel... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 14 (2006) 5, 1596-1608 BLLDB OLC Linguistik Show details

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