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Analysis of phone confusion matrices in a manually annotated French-German learner corpus
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In: Proceedings SLaTE 2015, Workshop on Speech and Language Technology in Education ; Workshop on Speech and Language Technology in Education ; https://hal.inria.fr/hal-01184186 ; Workshop on Speech and Language Technology in Education, Sep 2015, Leipzig, Germany (2015)
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Terminal portable de communication et affichage de la reconnaissance vocale. Enjeux et rapports à l'écrit. Étude préliminaire auprès d'adultes déficients auditifs
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In: Ideki 2015 - 3ème colloque international "Didactiques, Métiers de l’Humain, Intelligence collective : construction de savoirs et de dispositifs didactiques" ; https://hal.inria.fr/hal-01239910 ; Ideki 2015 - 3ème colloque international "Didactiques, Métiers de l’Humain, Intelligence collective : construction de savoirs et de dispositifs didactiques", Dec 2015, Colmar, France. pp.1-15 (2015)
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| 43 |
Acoustical Frame Rate and Pronunciation Variant Statistics
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In: Proceedings SLSP'2015, 3rd International Conference on Statistical Language and Speech Processing ; International Conference on Statistical Language and Speech Processing ; https://hal.inria.fr/hal-01184195 ; International Conference on Statistical Language and Speech Processing, Nov 2015, Budapest, Hungary (2015)
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| 44 |
Impact of frame rate on automatic speech-text alignment for corpus-based phonetic studies
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In: Proceedings ICPhS 2015 ; ICPhS'2015 - 18th International Congress of Phonetic Sciences ; https://hal.inria.fr/hal-01183637 ; ICPhS'2015 - 18th International Congress of Phonetic Sciences, Aug 2015, Glasgow, United Kingdom (2015)
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| 45 |
Detection of sentence modality on French automatic speech-to-text transcriptions
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In: Proceedings ICNLSP'2015, International Conference on Natural Language and Speech Processing ; International Conference on Natural Language and Speech Processing ; https://hal.inria.fr/hal-01184193 ; International Conference on Natural Language and Speech Processing, Oct 2015, Alger, Algeria (2015)
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| 46 |
Reconnaissance de la parole pour l’aide à la communication pour les sourds et malentendants ; Speech recognition as a communication aid for deaf and hearing impaired people
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| 47 |
About Combining Forward and Backward-Based Decoders for Selecting Data for Unsupervised Training of Acoustic Models
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In: INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-01090483 ; INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Sep 2014, Singapour, Singapore (2014)
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| 48 |
Combining words and syllables for speech transcription ; Combinaison de mots et de syllabes pour transcrire la parole
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In: XXXème édition des Journées d'Etudes sur la Parole ; https://hal.inria.fr/hal-01080351 ; XXXème édition des Journées d'Etudes sur la Parole, Jun 2014, Le Mans, France (2014)
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| 49 |
Hybrid language models for speech transcription
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In: INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-01090478 ; INTERSPEECH 2014, 15th Annual Conference of the International Speech Communication Association, Sep 2014, Singapour, Singapore (2014)
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| 50 |
Links between Manual Punctuation Marks and Automatically Detected Prosodic Structures
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In: Speech Prosody 2014 ; https://hal.archives-ouvertes.fr/hal-00998031 ; Speech Prosody 2014, May 2014, Dublin, Ireland (2014)
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| 51 |
Designing a Bilingual Speech Corpus for French and German Language Learners: a Two-Step Process
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In: LREC - 9th Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-00979026 ; LREC - 9th Language Resources and Evaluation Conference, The European Language Resources Association, May 2014, Reykjavik, Iceland (2014)
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| 52 |
Constitution d'un Corpus de Français Langue Etrangère destiné aux Apprenants Allemands
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In: ISSN: 2261-2424 ; SHS Web of Conferences ; https://hal.inria.fr/hal-01080630 ; SHS Web of Conferences, EDP Sciences, 2014, 4e Congrès Mondial de Linguistique Française, 8, pp.14. ⟨10.1051/shsconf/20140801186⟩ ; www.webofconferences.org (2014)
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| 53 |
Explicit trajectories and speaker class modeling for child and adult speech recognition ; Modélisation de trajectoires et de classes de locuteurs pour la reconnaissance de voix d'enfants et d'adultes
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In: XXXème édition des Journées d'Etudes sur la Parole ; https://hal.inria.fr/hal-01080343 ; XXXème édition des Journées d'Etudes sur la Parole, Jun 2014, Le Mans, France (2014)
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| 54 |
Component Structuring and Trajectory Modeling for Speech Recognition
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In: Interspeech ; https://hal.inria.fr/hal-01063653 ; Interspeech, Sep 2014, Singapoore, Singapore (2014)
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| 55 |
A Machine Learning Based Approach for Vocabulary Selection for Speech Transcription
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In: TSD - 16th International Conference on Text, Speech and Dialogue - 2013 ; https://hal.inria.fr/hal-00834302 ; TSD - 16th International Conference on Text, Speech and Dialogue - 2013, Sep 2013, Pilsen, Czech Republic. pp.60-67 ; http://link.springer.com/chapter/10.1007%2F978-3-642-40585-3_9 (2013)
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| 56 |
Analysis and Combination of Forward and Backward based Decoders for Improved Speech Transcription
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In: TSD - 16th International Conference on Text, Speech and Dialogue - 2013 ; https://hal.inria.fr/hal-00834296 ; TSD - 16th International Conference on Text, Speech and Dialogue - 2013, Sep 2013, Pilsen, Czech Republic. pp.84-91 ; http://link.springer.com/chapter/10.1007%2F978-3-642-40585-3_12 (2013)
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Abstract:
International audience ; This paper analysis the behavior of forward and backward-based decoders used for speech transcription. Experiments have showed that backwardbased decoding leads to similar recognition performance as forward-based decoding, which is consistent with the fact that both systems handle similar information through the acoustic, lexical and language models. However, because of heuristics, search algorithms used in decoding explore only a limited portion of the search space. As forward-based and backward-based approaches do not process the speech signal in the same temporal way, they explore different portions of the search space; leading to complementary systems that can be efficiently combined using the ROVER approach. The speech transcription results achieved by combining forward-based and backward-based systems are significantly better than the results obtained by combining the same amount of forward-only or backward-only systems. This confirms the complementary of the forward and backward approaches and thus the usefulness of their combination.
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Keyword:
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; combining speech recognizer outputs; forward-based and backward-based decoding; ROVER; speech recognition; speech transcription
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URL: https://hal.inria.fr/hal-00834296
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| 57 |
Comparison and Analysis of Several Phonetic Decoding Approaches
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In: TSD - 16th International Conference on Text, Speech and Dialogue - 2013 ; https://hal.inria.fr/hal-00834313 ; TSD - 16th International Conference on Text, Speech and Dialogue - 2013, Sep 2013, Pilsen, Czech Republic. pp.161-168 ; http://link.springer.com/chapter/10.1007%2F978-3-642-40585-3_21 (2013)
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| 58 |
Comparison of approaches for an efficient phonetic decoding
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In: InterSpeech - 14th Annual Conference of the International Speech Communication Association - 2013 ; https://hal.inria.fr/hal-00834284 ; InterSpeech - 14th Annual Conference of the International Speech Communication Association - 2013, Aug 2013, Lyon, France (2013)
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| 59 |
Efficient constrained parametrization of GMM with class-based mixture weights for Automatic Speech Recognition
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In: LTC'13 - 6th Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics ; https://hal.inria.fr/hal-00923202 ; LTC'13 - 6th Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, Dec 2013, Poznań, Poland (2013)
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| 60 |
Automatic Detection of the Prosodic Structures of Speech Utterances
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In: SPECOM - 15th International Conference on Speech and Computer - 2013 ; https://hal.inria.fr/hal-00834318 ; SPECOM - 15th International Conference on Speech and Computer - 2013, Sep 2013, Pilsen, Czech Republic. pp.1-8 ; http://link.springer.com/chapter/10.1007%2F978-3-319-01931-4_1 (2013)
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