Comparative study of automatic speech recognition techniques

M Cutajar, E Gatt, I Grech, O Casha… - IET Signal …, 2013 - Wiley Online Library
Over the past decades, extensive research has been carried out on various possible
implementations of automatic speech recognition (ASR) systems. The most renowned …

Modelling semantic context of OOV words in large vocabulary continuous speech recognition

I Sheikh, D Fohr, I Illina… - IEEE/ACM Transactions on …, 2017 - ieeexplore.ieee.org
The diachronic nature of broadcast news data leads to the problem of out-of-vocabulary
(OOV) words in large vocabulary continuous speech recognition (LVCSR) systems. Analysis …

Class-based n-gram language model for new words using out-of-vocabulary to in-vocabulary similarity

W Naptali, M Tsuchiya, S Nakagawa - IEICE TRANSACTIONS on …, 2012 - search.ieice.org
Out-of-vocabulary (OOV) words create serious problems for automatic speech recognition
(ASR) systems. Not only are they miss-recognized as in-vocabulary (IV) words with similar …

Dynamic adjustment of language models for automatic speech recognition using word similarity

A Currey, I Illina, D Fohr - 2016 IEEE spoken language …, 2016 - ieeexplore.ieee.org
Out-of-vocabulary (OOV) words can pose a particular problem for automatic speech
recognition (ASR) of broadcast news. The language models (LMs) of ASR systems are …

Adding new words into a language model using parameters of known words with similar behavior

L Orosanu, D Jouvet - Procedia Computer Science, 2018 - Elsevier
This article presents a study on how to automatically add new words into a language model
without re-training it or adapting it (which requires a lot of new data). The proposed …

A dynamic term discovery strategy for automatic speech recognizers with evolving dictionaries

A Coucheiro-Limeres, J Ferreiros-López… - Expert Systems with …, 2021 - Elsevier
We present a dynamic term discovery (TD) strategy that is capable of automatically adapting
the dictionaries managed by ASR systems to the input speech, in terms of lexicon and …

Reconnaissance de la parole pour l'aide à la communication pour les sourds et malentendants

L Orosanu - 2015 - inria.hal.science
Cette thèse fait partie du projet RAPSODIE dont l'objectif est de proposer une
reconnaissance vocale spécialisée sur les besoins des personnes sourdes et …

Adaptive Speech Recognition System Using Data From Keyboard

SA Modukuri, G Kumar - 2018 IEEE Symposium Series on …, 2018 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR) system is one of the important components of
developing a true intelligence in personal assistants as the personal assistants depend on …

Exploiting Semantic and Topic Context to Improve Recognition of Proper Names in Diachronic Audio Documents

I Sheikh - 2016 - hal.science
The diachronic nature of broadcast news causes frequent variations in the linguisticcontent
and vocabulary, leading to the problem of Out-Of-Vocabulary (OOV) words in automatic …

[PDF][PDF] Exploitation du contexte sémantique pour améliorer la reconnaissance des noms propres dans les documents audio diachroniques

I Sheikh - 2016 - afcp-parole.org
Résumé La nature diachronique des bulletins d'information provoque de fortes variations du
contenu linguistique et du vocabulaire dans ces documents. Dans le cadre de la …