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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 3 4 Hits 1 – 20 of 67 1 Empirical Evaluation and Combination of Punctuation Prediction Models Applied to Broadcast News Nanchen, Alexandre; Garner, Philip N. In: http://infoscience.epfl.ch/record/264117 (2019) BASE Show details 2 EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS Nanchen, Alexandre; Garner, Philip N. In: http://infoscience.epfl.ch/record/265776 (2019) BASE Show details 3 Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model Garner, Philip N.; Tong, Sibo; Bourlard, Hervé In: http://infoscience.epfl.ch/record/263158 (2019) BASE Show details 4 An Investigation of Multilingual ASR using End-to-End LF-MMI Tong, Sibo; Garner, Philip N.; Bourlard, Hervé In: http://infoscience.epfl.ch/record/264932 (2019) BASE Show details 5 Fast Language Adaptation Using Phonological Information ... Tong, Sibo; Garner, Philip N.; Bourlard, Hervé. - : Zenodo, 2018 BASE Show details 6 Fast Language Adaptation Using Phonological Information ... Tong, Sibo; Garner, Philip N.; Bourlard, Hervé. - : Zenodo, 2018 BASE Show details 7 A Variational Prosody Model for Mapping the Context-Sensitive Variation of Functional Prosodic Prototypes ... Gerazov, Branislav; Bailly, Gérard; Mohammed, Omar. - : arXiv, 2018 BASE Show details 8 Cross-lingual adaptation of a CTC-based multilingual acoustic model ... Tong, Sibo; Garner, Philip N.; Bourlard, Hervé. - : Zenodo, 2018 Abstract: Multilingual models for Automatic Speech Recognition (ASR) are attractive as they have been shown to benefit from more training data, and better lend themselves to adaptation to under-resourced languages. However, initialisation from monolingual context-dependent models leads to an explosion of context-dependent states. Connectionist Temporal Classification (CTC) is a potential solution to this as it performs well with monophone labels. We investigate multilingual CTC training in the context of adaptation and regularisation techniques that have been shown to be beneficial in more conventional contexts. The multilingual model is trained to model a universal International Phonetic Alphabet (IPA)-based phone set using the CTC loss function. Learning Hidden Unit Contribution (LHUC) is investigated to perform language adaptive training. During cross-lingual adaptation, the idea of extending the multilingual output layer to new phonemes is introduced and investigated. In addition, dropout during multilingual ... URL: https://dx.doi.org/10.5281/zenodo.2359116 https://zenodo.org/record/2359116 BASE Hide details 9 Cross-lingual adaptation of a CTC-based multilingual acoustic model ... Tong, Sibo; Garner, Philip N.; Bourlard, Hervé. - : Zenodo, 2018 BASE Show details 10 The Summa Platform Prototype ... Liepins, Renars; Germann, Ulrich; Barzdins, Guntis. - : Zenodo, 2017 BASE Show details 11 The Summa Platform Prototype ... Liepins, Renars; Germann, Ulrich; Barzdins, Guntis. - : Zenodo, 2017 BASE Show details 12 Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model ... Tong, Sibo; Garner, Philip N.; Bourlard, Hervé. - : arXiv, 2017 BASE Show details 13 Intonation modelling using a muscle model and perceptually weighted matching pursuit Honnet, Pierre-Edouard; Gerazov, Branislav; Gjoreski, Aleksandar... In: http://infoscience.epfl.ch/record/233571 (2017) BASE Show details 14 Comparative Study on Sentence Boundary Prediction for German and English Broadcast News Wang, Yang; Nanchen, Alexandre; Lazaridis, Alexandros... In: http://infoscience.epfl.ch/record/229982 (2017) BASE Show details 15 Sound Pattern Matching for Automatic Prosodic Event Detection Cernak, Milos; Asaei, Afsaneh; Honnet, Pierre-Edouard... In: http://infoscience.epfl.ch/record/218107 (2016) BASE Show details 16 Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding ... Cernak, Milos; Lazaridis, Alexandros; Asaei, Afsaneh. - : arXiv, 2016 BASE Show details 17 Design of a Speech Corpus for Research on Cross-Lingual Prosody Transfer Stojković, Ana; Nemeth, Geza; Szaszak, Gyorgy... In: http://infoscience.epfl.ch/record/222452 (2016) BASE Show details 18 PhonVoc: A Phonetic and Phonological Vocoding Toolkit Cernak, Milos; Garner, Philip N. In: http://infoscience.epfl.ch/record/218850 (2016) BASE Show details 19 An agonist-antagonist pitch production model Gerazov, Branislav; Garner, Philip N. In: http://infoscience.epfl.ch/record/222448 (2016) BASE Show details 20 Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages Lazaridis, Alexandros; Mporas, Iosif; Motlicek, Petr... In: http://infoscience.epfl.ch/record/223756 (2016) BASE Show details Page: 1 2 3 4

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