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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 – 16 of 16 1 Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings Zanon Boito, Marcely; Villavicencio, Aline; Besacier, Laurent In: Interspeech 2019 ; https://hal.archives-ouvertes.fr/hal-02193867 ; Interspeech 2019, Sep 2019, Graz, Austria (2019) BASE Show details 2 ASR performance prediction on unseen broadcast programs using convolutional neurol networks Elloumi, Zied; Besacier, Laurent; Galibert, Olivier; Kahn, Juliette; Lecouteux, Benjamin In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-01709779 ; IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Alberta, Canada (2018) Abstract: International audience ; In this paper, we address a relatively new task: prediction of ASR performance on unseen broadcast programs. We first propose an heterogenous French corpus dedicated to this task. Two prediction approaches are compared: a state-of-the-art performance prediction based on regression (engineered features) and a new strategy based on convolutional neural networks (learnt features). We particularly focus on the combination of both textual (ASR transcription) and signal inputs. While the joint use of textual and signal features did not work for the regression baseline, the combination of inputs for CNNs leads to the best WER prediction performance. We also show that our CNN prediction remarkably predicts the WER distribution on a collection of speech recordings. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Convolutional Neural Networks; Large Vocabulary Continuous Speech Recognition; Performance Prediction URL: https://hal.archives-ouvertes.fr/hal-01709779 https://hal.archives-ouvertes.fr/hal-01709779/file/20180214040820_904429_2819.pdf https://hal.archives-ouvertes.fr/hal-01709779/document BASE Hide details 3 A small Griko-Italian speech translation corpus Zanon Boito, Marcely; Anastasopoulos, Antonios; Lekakou, Marika... In: 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18) ; https://hal.archives-ouvertes.fr/hal-01962528 ; 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18), Aug 2018, New Delhi, India (2018) BASE Show details 4 Bayesian models for unit discovery on a very low resource language Ondel, Lucas; Godard, Pierre; Besacier, Laurent... In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-01709589 ; IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Alberta, Canada (2018) BASE Show details 5 Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the “Speaking rosetta” JSALT 2017 workshop Scharenborg, Odette; Besacier, Laurent; Black, Alan... In: ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.archives-ouvertes.fr/hal-01709578 ; ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada (2018) BASE Show details 6 Parallel Corpora in Mboshi (Bantu C25, Congo-Brazzaville) Rialland, Annie; Adda-Decker, Martine; Kouarata, Guy-Noël... In: 11th edition of the Language Resources and Evaluation Conference (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01710043 ; 11th edition of the Language Resources and Evaluation Conference (LREC 2018), ELRA, May 2018, Miyazaki, Japan (2018) BASE Show details 7 Unwritten Languages Demand Attention Too! Word Discovery with Encoder-Decoder Models Zanon Boito, Marcely; Bérard, Alexandre; Villavicencio, Aline... In: IEEE Automatic Speech Recognition and Understanding (ASRU) ; https://hal.archives-ouvertes.fr/hal-01592091 ; IEEE Automatic Speech Recognition and Understanding (ASRU), Dec 2017, Okinawa, Japan (2017) BASE Show details 8 LIG-AIKUMA: a Mobile App to Collect Parallel Speech for Under-Resourced Language Studies Gauthier, Elodie; Blachon, David; Besacier, Laurent... In: Interspeech 2016 proceedings ; Interspeech 2016 (short demo paper) ; https://hal.archives-ouvertes.fr/hal-01350062 ; Interspeech 2016 (short demo paper), Sep 2016, San-Francisco, France (2016) BASE Show details 9 Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources? Servan, Christophe; Bérard, Alexandre; Elloumi, Zied... In: 26th International Conference on Computational Linguistics (COLING 2016) ; COLING 2016 ; https://hal.archives-ouvertes.fr/hal-01376948 ; COLING 2016, ANLP & ICCL, Dec 2016, Osaka, Japan (2016) BASE Show details 10 Projection Interlingue d'Étiquettes pour l'Annotation Sémantique Non Supervisée Zennaki, Othman; Semmar, Nasredine; Besacier, Laurent In: Actes de la conférence conjointe JEP-TALN-RECITAL ; TALN 2016 ; https://hal.archives-ouvertes.fr/hal-01350117 ; TALN 2016, Jul 2016, Paris, France (2016) BASE Show details 11 Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks Zennaki, Othman; Semmar, Nasredine; Besacier, Laurent In: COLING 2016 ; https://hal.archives-ouvertes.fr/hal-01374205 ; COLING 2016, ANLP, Dec 2016, Osaka, Japan ; http://coling2016.anlp.jp (2016) BASE Show details 12 The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents Poignant, Johann; Budnik, Mateusz; Bredin, Hervé... In: Proceedings of LREC 2016 ; LREC 2016 Conference ; https://hal.archives-ouvertes.fr/hal-01350096 ; LREC 2016 Conference, May 2016, Portoroz, Slovenia (2016) BASE Show details 13 MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP Bérard, Alexandre; Servan, Christophe; Pietquin, Olivier... In: The 10th edition of the Language Resources and Evaluation Conference (LREC) ; https://hal.archives-ouvertes.fr/hal-01335930 ; The 10th edition of the Language Resources and Evaluation Conference (LREC), May 2016, Portoroz, Slovenia ; http://lrec2016.lrec-conf.org/en/ (2016) BASE Show details 14 Preliminary Experiments on Unsupervised Word Discovery in Mboshi Godard, Pierre; Adda, Gilles; Adda-Decker, Martine... In: Interspeech 2016 proceedings ; Interspeech 2016 ; https://hal.archives-ouvertes.fr/hal-01350119 ; Interspeech 2016, Sep 2016, San-Francisco, United States (2016) BASE Show details 15 Innovative technologies for under-resourced language documentation: The BULB Project Adda, Gilles; Adda-Decker, Martine; Ambouroue, Odette... In: CCURL proceedings ; Workshop CCURL 2016 - Collaboration and Computing for Under-Resourced Languages - LREC ; https://hal.archives-ouvertes.fr/hal-01350124 ; Workshop CCURL 2016 - Collaboration and Computing for Under-Resourced Languages - LREC, May 2016, Portoroz, Slovenia (2016) BASE Show details 16 Innovative technologies for under-resourced language documentation: The BULB Project Lamel, Lori; Makasso, Emmanuel-Moselly; Rialland, Annie... In: CCURL proceedings ; Workshop CCURL 2016 - Collaboration and Computing for Under-Resourced Languages - LREC ; https://hal.archives-ouvertes.fr/hal-01350124 ; Workshop CCURL 2016 - Collaboration and Computing for Under-Resourced Languages - LREC, May 2016, Portoroz, Slovenia (2016) BASE Show details

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