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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 Page: 1 2 Hits 1 – 20 of 29 1 Unsupervised speech representation learning using WaveNet autoencoders ... Chorowski, Jan; Weiss, Ron J.; Bengio, Samy. - : arXiv, 2019 BASE Show details 2 Using Web Co-occurrence Statistics for Improving Image Categorization ... Bengio, Samy; Dean, Jeff; Erhan, Dumitru. - : arXiv, 2013 BASE Show details 3 Phoneme and sentence-level ensembles for speech recognition Dimitrakakis, Christos; Bengio, Samy In: European Association for Speech, Signal and Image Processing. EURASIP Journal on audio, speech, and music processing. - Heidelberg : Springer (2011), 17 S. UB Frankfurt Linguistik Show details 4 Investigating Lexical Substitution Scoring for Subtitle Generation Glickman, Oren; Dagan, Ido; Keller, Mikaela... In: http://infoscience.epfl.ch/record/146027 (2010) BASE Show details 5 Using more informative posterior probabilities for speech recognition Ketabdar, Hamed; Vepa, Jithendra; Bengio, Samy... In: http://infoscience.epfl.ch/record/146087 (2010) BASE Show details 6 Investigating Lexical Substitution Scoring for Subtitle Generation Glickman, Oren; Dagan, Ido; Keller, Mikaela... In: http://infoscience.epfl.ch/record/146409 (2010) BASE Show details 7 Using more informative posterior probabilities for speech recognition Ketabdar, Hamed; Vepa, Jithendra; Bengio, Samy; Bourlard, Hervé In: http://infoscience.epfl.ch/record/146434 (2010) Abstract: In this paper, we present initial investigations towards boosting posterior probability based speech recognition systems by estimating more informative posteriors taking into account acoustic context (e.g., the whole utterance), as well as possible prior information (such as phonetic and lexical knowledge). These posteriors are estimated based on HMM state posterior probability definition (typically used in standard HMMs training). This approach provides a new, principled, theoretical framework for hierarchical estimation/use of more informative posteriors integrating appropriate context and prior knowledge. In the present work, we used the resulting posteriors as local scores for decoding. On the OGI numbers database, this resulted in significant performance improvement, compared to using MLP estimated posteriors for decoding (hybrid HMM/ANN approach) for clean and more specially for noisy speech. The system is also shown to be much less sensitive to tuning factors (such as phone deletion penalty, language model scaling) compared to the standard HMM/ANN and HMM/GMM systems, thus practically it does not need to be tuned to achieve the best possible performance. URL: http://infoscience.epfl.ch/record/146434/files/ketabdar-idiap-rr-05-91.pdf http://publications.idiap.ch/downloads/reports/2005/ketabdar-idiap-rr-05-91.pdf http://infoscience.epfl.ch/record/146434 BASE Hide details 8 Discriminative Keyword Spotting Grangier, David; Keshet, Joseph; Bengio, Samy In: http://infoscience.epfl.ch/record/146043 (2010) BASE Show details 9 Predictive models for music Paiement, Jean-Francois; Grandvalet, Yves; Bengio, Samy In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 21 (2009) 2, 253-272 OLC Linguistik Show details 10 Predictive models for music Paiement, Jean-Francois; Grandvalet, Yves; Bengio, Samy In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 21 (2009) 2, 253-272 OLC Linguistik Show details 11 Discriminative keyword spotting Keshet, Joseph; Bengio, Samy; Grangier, David In: Speech communication. - Amsterdam [u.a.] : Elsevier 51 (2009) 4, 317-329 BLLDB OLC Linguistik Show details 12 Discriminative keyword spotting Keshet, Joseph; Grangier, David; Bengio, Samy In: Speech communication. - Amsterdam [u.a.] : Elsevier 51 (2009) 4, 317-329 OLC Linguistik Show details 13 Automatic speech and speaker recognition : large margin and kernel methods Grangier, David; Bach, Francis R.; Crammer, Koby. - Chichester : Wiley, 2009 BLLDB UB Frankfurt Linguistik Show details 14 Offline Recognition of Large Vocabulary Cursive Handwritten Text Vinciarelli, Alessandro; Bengio, Samy; Bunke, Horst In: http://infoscience.epfl.ch/record/82926 (2006) BASE Show details 15 Offline Recognition of Large Vocabulary Cursive Handwritten Text Vinciarelli, Alessandro; Bengio, Samy; Bunke, Horst In: http://infoscience.epfl.ch/record/82912 (2006) BASE Show details 16 Can a Professional Imitator Fool a GMM-Based Speaker Verification System? Mariéthoz, Johnny; Bengio, Samy In: http://infoscience.epfl.ch/record/83202 (2006) BASE Show details 17 Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models Vinciarelli, Alessandro; Bengio, Samy; Bunke, Horst In: http://infoscience.epfl.ch/record/83055 (2006) BASE Show details 18 Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models Vinciarelli, Alessandro; Bengio, Samy; Bunke, Horst In: http://infoscience.epfl.ch/record/82961 (2006) BASE Show details 19 An Investigation of Spectral Subband Centroids for Speaker Authentication Poh, Norman; Sanderson, Conrad; Bengio, Samy In: http://infoscience.epfl.ch/record/82970 (2006) BASE Show details 20 Evaluation of Formant-Like Features for ASR Weber, Katrin; de Wet, F.; Cranen, B.... In: http://infoscience.epfl.ch/record/82782 (2006) BASE Show details Page: 1 2

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