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All publications

2015
Rehabilitation of Count-based Models for Word Vector Representations, Rémi Lebret and Ronan Collobert, in: Computational Linguistics and Intelligent Text Processing, pages 417-429, Springer International Publishing, 2015
From Image-level to Pixel-level Labeling with Convolutional Networks, Pedro H. O. Pinheiro and Ronan Collobert, in: Computer Vision and Patter Recognition (CVPR), Boston, MA, pages 1713-1721, IEEE, 2015
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Phrase-based Image Captioning, Rémi Lebret, Pedro H. O. Pinheiro and Ronan Collobert, in: International Conference on Machine Learning (ICML), Lille, France, pages 2085–2094, JMLR, 2015
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Dictionary Learning for Sparse Representation of Neural Network Exemplars in Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of SPARS 2015: Workshop on Signal Processing with Adaptive Sparse Structured Representations, 2015, pages 1093, 2015
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Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-Based Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Proceedings of SPARS 2015: Workshop on Signal Processing with Adaptive Sparse Structured Representations, 2015
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DNN-based Speech Synthesis: Importance of input features and training data, Alexandros Lazaridis, Blaise Potard and Philip N. Garner, in: International Conference on Speech and Computer , SPECOM, pages 193-200, Springer Berlin Heidelberg, 2015
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KL-HMM BASED SPEAKER DIARIZATION SYSTEM FOR MEETINGS, Srikanth Madikeri and Hervé Bourlard, in: Proceedings of ICASSP 2015, pages 4435-4439, 2015
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EMPLOYMENT OF SUBSPACE GAUSSIAN MIXTURE MODELS IN SPEAKER RECOGNITION, Petr Motlicek, Subhadeep Dey, Srikanth Madikeri and Lukas Burget, in: 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Brisbane, Australia, pages 4445-4449, 2015
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Automatic Recognition of Emergent Social Roles in Small Group Interactions, A. Sapru and Hervé Bourlard, in: Multimedia, IEEE Transactions, 17(5):746 - 760, 2015
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Neuromorphic Based Oscillatory Device for Incremental Syllable Boundary Detection, Alexandre Hyafil and Milos Cernak, in: Proc. of Interspeech, Dresden, Germany, pages 1191-1195, ISCA, 2015
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Probability Occupancy Maps for Occluded Depth Images, Timur Bagautdinov, Francois Fleuret and Pascal Fua, in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2829-2837, 2015
An Empirical Model of Emphatic Word Detection, Milos Cernak and Pierre-Edouard Honnet, in: Proc. of Interspeech, Dresden, Germany, pages 573-577, ISCA, 2015
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Leveraging Compounds to Improve Noun Phrase Translation from Chinese and German, Xiao Pu, Laura Mascarell, Andrei Popescu-Belis, Mark Fishel, Ngoc-Quang Luong and Martin Volk, in: Proceedings of the ACL-IJCNLP 2015 Student Research Workshop, Beijing, China, pages 8-15, 2015
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Disambiguating Discourse Connectives for Statistical Machine Translation, Thomas Meyer, Najeh Hajlaoui and Andrei Popescu-Belis, in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(7):1184-1197, 2015
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Joint Speaker Verification and Anti-Spoofing in the i-Vector Space, Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 10(4):821-832, 2015
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Gender Classification by LUT based boosting of Overlapping Block Patterns, Rakesh Metha, Manuel Günther and Sébastien Marcel, in: Scandinavian Conference on Image Analysis, pages 530-542, Springer International Publishing, 2015
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Incremental Syllable-Context Phonetic Vocoding, Milos Cernak, Philip N. Garner, Alexandros Lazaridis, Petr Motlicek and Xingyu Na, in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 23(6), 2015
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Query Refinement Using Conversational Context: a Method and an Evaluation Resource, Maryam Habibi and Andrei Popescu-Belis, in: Proceedings of NLDB 2015 (20th International Conference on Applications of Natural Language to Information Systems), Passau, Germany, pages 89-102, Springer-Verlag Berlin, 2015
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Integrated Pronunciation Learning for Automatic Speech Recognition Using Probabilistic Lexical Modeling, Ramya Rasipuram, Marzieh Razavi and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech and Signal Processing, South Brisbane, QLD, pages 5176-5180, 2015
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An HMM-Based Formalism for Automatic Subword Unit Derivation and Pronunciation Generation, Marzieh Razavi and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech and Signal Processing, pages 4639-4643, IEEE, 2015
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Convolutional Neural Networks-based Continuous Speech Recognition using Raw Speech Signal, Dimitri Palaz, Mathew Magimai.-Doss and Ronan Collobert, in: International Conference on Acoustics, Speech and Signal Procecssing, IEEE, South Brisbane, QLD, pages 4295 - 4299, IEEE, 2015
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On the Vulnerability of Palm Vein Recognition to Spoofing Attacks, Pedro Tome and Sébastien Marcel, in: The 8th IAPR International Conference on Biometrics (ICB), pages 319 - 325, 2015
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