1 |
Predicting and Critiquing Machine Virtuosity: Mawwal Accompaniment as Case Study
|
|
|
|
In: International Computer Music Conference ; https://hal.archives-ouvertes.fr/hal-03044066 ; International Computer Music Conference, Jul 2021, Santiago, Chile (2021)
|
|
BASE
|
|
Show details
|
|
2 |
Investigating data sharing in speech recognition for an underresourced language: the case of algerian dialect
|
|
|
|
In: 7th International Conference on Natural Language Processing - NATP 2021 ; https://hal.archives-ouvertes.fr/hal-03137048 ; 7th International Conference on Natural Language Processing - NATP 2021, Mar 2021, Vienna, Austria (2021)
|
|
Abstract:
International audience ; The Arabic language has many varieties, including its standard form, Modern Standard Arabic (MSA), and its spoken forms, namely the dialects. Those dialects are representative examples of under-resourced languages for which automatic speech recognition is considered as an unresolved issue. To address this issue, we recorded several hours of spoken Algerian dialect and used them to train a baseline model. This model was boosted afterwards by taking advantage of other languages that impact this dialect by integrating their data in one large corpus and by investigating three approaches: multilingual training, multitask learning and transfer learning. The best performance was achieved using a limited and balanced amount of acoustic data from each additional language, as compared to the data size of the studied dialect. This approach led to an improvement of 3.8% in terms of word error rate in comparison to the baseline system trained only on the dialect data.
|
|
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Algerian dialect; Automatic speech recognition; MSA; Multilingual training; Multitask learning; Transfer learning
|
|
URL: https://hal.archives-ouvertes.fr/hal-03137048 https://hal.archives-ouvertes.fr/hal-03137048/document https://hal.archives-ouvertes.fr/hal-03137048/file/ArticleMENACER_SMAILI.pdf
|
|
BASE
|
|
Hide details
|
|
3 |
Sentiment analysis of videos in Algerian dialect ; Analyse de sentiments des vidéos en dialecte algérien
|
|
|
|
In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02784779 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles, 2020, Nancy, France. pp.296-304 (2020)
|
|
BASE
|
|
Show details
|
|
4 |
Automatic speech recognition and machine translation of Arabic and dialectal videos ; Reconnaissance et traduction automatique de la parole de vidéos arabes et dialectales
|
|
|
|
In: https://hal.univ-lorraine.fr/tel-03132934 ; Informatique et langage [cs.CL]. Université de Lorraine, 2020. Français. ⟨NNT : 2020LORR0157⟩ (2020)
|
|
BASE
|
|
Show details
|
|
5 |
Machine Translation on a parallel Code-Switched Corpus
|
|
|
|
In: Canadian AI 2019 - 32nd Conference on Canadian Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-02106010 ; Canadian AI 2019 - 32nd Conference on Canadian Artificial Intelligence, May 2019, Ontario, Canada (2019)
|
|
BASE
|
|
Show details
|
|
6 |
Summarizing videos into a target language: Methodology, architectures and evaluation
|
|
|
|
In: ISSN: 1064-1246 ; EISSN: 1875-8967 ; Journal of Intelligent and Fuzzy Systems ; https://hal.archives-ouvertes.fr/hal-02271287 ; Journal of Intelligent and Fuzzy Systems, IOS Press, 2019, 1, pp.1-12. ⟨10.3233/JIFS-179350⟩ (2019)
|
|
BASE
|
|
Show details
|
|
7 |
Adaptation of speech recognition vocabularies for improved transcription of YouTube videos
|
|
|
|
In: ISSN: 2351-8715 ; Journal of International Science and General Applications ; https://hal.archives-ouvertes.fr/hal-01873801 ; Journal of International Science and General Applications, ISGA, 2018, 1 (1), pp.1-9 ; http://journal-isga.ma/ (2018)
|
|
BASE
|
|
Show details
|
|
8 |
A First Summarization System of a Video in a Target Language
|
|
|
|
In: MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems ; https://hal.archives-ouvertes.fr/hal-01819720 ; MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.1-12 (2018)
|
|
BASE
|
|
Show details
|
|
9 |
CALYOU: A Comparable Spoken Algerian Corpus Harvested from YouTube
|
|
|
|
In: 18th Annual Conference of the International Communication Association (Interspeech) ; https://hal.archives-ouvertes.fr/hal-01531591 ; 18th Annual Conference of the International Communication Association (Interspeech), Aug 2017, Stockholm, Sweden (2017)
|
|
BASE
|
|
Show details
|
|
10 |
About vocabulary adaptation for automatic speech recognition of video data
|
|
|
|
In: ICNLSSP'2017 - International Conference on Natural Language, Signal and Speech Processing ; https://hal.inria.fr/hal-01649057 ; ICNLSSP'2017 - International Conference on Natural Language, Signal and Speech Processing, Dec 2017, Casablanca, Morocco. pp.1-5 (2017)
|
|
BASE
|
|
Show details
|
|
11 |
Is statistical machine translation approach dead?
|
|
|
|
In: ICNLSSP 2017 - International Conference on Natural Language, Signal and Speech Processing ; https://hal.inria.fr/hal-01660016 ; ICNLSSP 2017 - International Conference on Natural Language, Signal and Speech Processing, ISGA, Dec 2017, Casablanca, Morocco. pp.1-5 ; http://icnlssp.isga.ma (2017)
|
|
BASE
|
|
Show details
|
|
12 |
An enhanced automatic speech recognition system for Arabic
|
|
|
|
In: The third Arabic Natural Language Processing Workshop - EACL 2017 ; https://hal.archives-ouvertes.fr/hal-01531588 ; The third Arabic Natural Language Processing Workshop - EACL 2017, Apr 2017, Valencia, Spain (2017)
|
|
BASE
|
|
Show details
|
|
13 |
Development of the Arabic Loria Automatic Speech Recognition system (ALASR) and its evaluation for Algerian dialect
|
|
|
|
In: ACLing 2017 - 3rd International Conference on Arabic Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01583842 ; ACLing 2017 - 3rd International Conference on Arabic Computational Linguistics, Nov 2017, Dubai, United Arab Emirates. pp.1-8 (2017)
|
|
BASE
|
|
Show details
|
|
14 |
A new language model based on possibility theory
|
|
|
|
In: Springer LNCS series, Lecture Notes in Computer Science. ; https://hal.inria.fr/hal-01336535 ; Springer LNCS series, Lecture Notes in Computer Science., 2016 (2016)
|
|
BASE
|
|
Show details
|
|
|
|