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Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models

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Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models

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Jorge-Cano, J.; Giménez Pastor, A.; Silvestre Cerdà, JA.; Civera Saiz, J.; Sanchis Navarro, JA.; Juan, A. (2022). Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models. IEEE/ACM Transactions on Audio Speech and Language Processing. 30:148-161. https://doi.org/10.1109/TASLP.2021.3133216

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/182807

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Title: Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models
Author: Jorge-Cano, Javier Giménez Pastor, Adrián Silvestre Cerdà, Joan Albert Civera Saiz, Jorge Sanchis Navarro, José Alberto Juan, Alfons
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
[EN] Although Long-Short Term Memory (LSTM) networks and deep Transformers are now extensively used in offline ASR, it is unclear how best offline systems can be adapted to work with them under the streaming setup. After ...[+]
Subjects: Automatic speech recognition , Streaming , Decoding , Acoustic modeling , Language modeling , Neural networks
Copyrigths: Reconocimiento (by)
Source:
IEEE/ACM Transactions on Audio Speech and Language Processing. (issn: 2329-9290 )
DOI: 10.1109/TASLP.2021.3133216
Publisher:
Institute of Electrical and Electronics Engineers
Publisher version: https://doi.org/10.1109/TASLP.2021.3133216
Project ID:
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-094879-B-I00/ES/SUBTITULACION MULTILINGUE DE CLASES DE AULA Y SESIONES PLENARIAS/
info:eu-repo/grantAgreement/EC/H2020/761758/EU
info:eu-repo/grantAgreement/EC/H2020/952215/EU
info:eu-repo/grantAgreement/GENERALITAT VALENCIANA//PROMETEO%2F2019%2F111//CLASSROOM ACTIVITY RECOGNITION/
info:eu-repo/grantAgreement/COMISION DE LAS COMUNIDADES EUROPEA//2020-1-SI01-KA226-SCH-093604//EDUCATIONAL EXPLANATIONS AND PRACTICES IN EMERGENCY REMOTE TEACHING/
Thanks:
This work was supported in part by European Union's Horizon 2020 Research and Innovation Programme under Grant 761758 (X5gon), and 952215 (TAILOR) and Erasmus+ Education Program under Grant Agreement 20-226-093604-SCH, in ...[+]
Type: Artículo

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