Publications of project SUMMA
2020
2019
| AN INVESTIGATION OF MULTILINGUAL ASR USING END-TO-END LF-MMI, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2019 |
|
| ANALYZING UNCERTAINTIES IN SPEECH RECOGNITION USING DROPOUT, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
| Deep Residual Output Layers for Neural Language Generation, and , in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 |
|
| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , Idiap-RR-01-2019 |
|
| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , in: Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019 |
|
| GILE: A Generalized Input-Label Embedding for Text Classification, and , in: Transactions of the Association for Computational Linguistics (TACL), 2019 |
|
| INVESTIGATING TIME DELAY NEURAL NETWORK (TDNN) FOR LANGUAGE MODELING IN LOW RESOURCE AUTOMATIC SPEECH RECOGNITION, , , and , Idiap-RR-13-2019 |
|
| STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING, , , , , and , Idiap-RR-12-2019 |
|
| Unbiased semi-supervised LF-MMI training using dropout, , , and , in: Proceedings of Interspeech 2019, 2019 |
[DOI] |
2018
| CONTEXT-AWARE ATTENTION MECHANISM FOR SPEECH EMOTION RECOGNITION, , , and , in: IEEE Workshop on Spoken Language Technology, Athens, Greece, pages 126-131, 2018 |
[URL] |
| Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model, , and , in: Speech Communication, 104:39-46, 2018 |
[DOI] |
| Document-Level Neural Machine Translation with Hierarchical Attention Networks, , , and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 |
|
| Fast Language Adaptation Using Phonological Information, , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 2459-2463, 2018 |
[DOI] |
| Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model, , and , Idiap-RR-01-2018 |
|
| Phonological mappings for English, French, German and Portuguese, and , Idiap-Com-02-2018 |
|
| Self-Attentive Residual Decoder for Neural Machine Translation, , , and , in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 |
|
2017
| An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation, , and , in: Proc. of Interspeech, 2017 |
|
| Comparative Study on Sentence Boundary Prediction for German and English Broadcast News, , , , and , Idiap-RR-18-2017 |
|
| Cross-lingual Transfer for News Article Labeling: Benchmarking Statistical and Neural Models, , and , Idiap-RR-26-2017 |
|
| Evaluating Attention Networks for Anaphora Resolution, , , and , Idiap-RR-27-2017 |
|
| Explicit Document Modeling through Weighted Multiple-Instance Learning, and , in: Journal of Artificial Intelligence Research (JAIR), 58:591--626, 2017 |
|
| Machine translation of Spanish personal and possessive pronouns using anaphora probabilities, and , in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, Association for Computational Linguistics, 2017 |
|
| Multilingual Hierarchical Attention Networks for Document Classification, and , in: Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), pages 1015-1025, 2017 |
|
| The SUMMA Platform Prototype, and , in: Proceedings of the EACL 2017 Software Demonstrations, Valencia, Spain, pages 116--119, 2017 |
[URL] |
| Topic and Sentiment in Phrase-Based Statistical Machine Translation, , and , Idiap-RR-10-2017 |
|
| Towards Document-Level Neural Machine Translation, , Idiap-RR-25-2017 |
|
| Using Coreference Links to Improve Spanish-to-English Machine Translation, and , Idiap-RR-07-2017 |
|
| Using Coreference Links to Improve Spanish-to-English Machine Translation, and , in: Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017), Valencia, Spain, pages 30-40, Association for Computational Linguistics (ACL), 2017 |
|
| Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT), and , in: Proceedings of the Third Workshop on Discourse in Machine Translation (DiscoMT), Denmark, Copenhagen, Association for Computational Linguistics (ACL), 2017 |
|
2016
| Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations, and , in: Proceedings of the EMNLP 2016 Workshop on Natural Language Processing for Social Media, Austin, USA, 2016 |
|
| Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages, , , , and , in: Proceedings of the International Workshop on Spoken Language Translation, Seattle, WA, USA, 2016 |
|
| Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT), and , Idiap-RR-29-2016 |
|