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Challenges in Audio Processing of Terrorist-Related Data
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In: International Conference on Multimedia Modeling ; https://hal.archives-ouvertes.fr/hal-02415176 ; International Conference on Multimedia Modeling, Springer, Jan 2019, Thessaloniki, Greece (2019)
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Challenges in Audio Processing of Terrorist-Related Data
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In: International Conference on Multimedia Modeling ; https://hal.archives-ouvertes.fr/hal-02387373 ; International Conference on Multimedia Modeling, Springer, Jan 2019, Thessaloniki, Greece (2019)
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Abstract:
International audience ; Much information in multimedia data related to terrorist activity can be extracted from the audio content. Our work in ongoing projects aims to provide a complete description of the audio portion of multimedia documents. The information that can be extracted can be derived from diarization, classification of acoustic events, language and speaker segmentation and clustering, as well as automatic transcription of the speech portions. An important consideration is ensuring that the audio processing technologies are well suited to the types of data of interest to the law enforcement agencies. While language identification and speech recognition may be considered as ’mature technologies’, our experience is that even state-of-the-art systems require customisation and enhancements to address the challenges of terrorist-related audio documents.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Automatic speech recognition Acoustic event detection Language identification Code switching
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URL: https://hal.archives-ouvertes.fr/hal-02387373
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An automatic study of lenition of intra-lexical intervocalic /bdg/ and coda -s in Peninsular vs America spanish
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In: Laboratory Phonology Conference ; https://hal.archives-ouvertes.fr/hal-01837162 ; Laboratory Phonology Conference, Jun 2018, Lisbonne, Portugal (2018)
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Connected speech in Romanian: Exploring sound change through an ASR system
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In: Production and perception mechanisms of sound change ; https://hal.archives-ouvertes.fr/hal-03127939 ; D. Recasens and F. Sánchez Miret (Eds.). Production and perception mechanisms of sound change, Lincom Europa, pp.129-143, 2018 (2018)
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Exploring Temporal Reduction in Dialectal Spanish: A Large-scale Study of Lenition of Voiced Stops and Coda-s
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In: Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-02387395 ; Annual Conference of the International Speech Communication Association, ISCA, Sep 2018, Hyderabad, India (2018)
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Studying variation in Romanian: deletion of the definite article -l in continuous speech
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In: Linguistic Vanguard ; https://hal.archives-ouvertes.fr/hal-01837197 ; Linguistic Vanguard, 2018, 5 (1), 17p (2018)
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Phonetic variation and contrast neutralization patterns in Romanian fricatives accross different speaking styles
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In: Diversity and Speech Dynamics ; https://hal.archives-ouvertes.fr/hal-01837181 ; Diversity and Speech Dynamics, May 2017, Herrsching am Ammersee, Germany (2017)
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Marginal Contrast Among Romanian Vowels: Evidence from ASR and Functional Load
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In: Interspeech 2016 ; https://hal.archives-ouvertes.fr/hal-01453014 ; Interspeech 2016, ISCA, Sep 2016, San Francisco, United States. pp.2433 - 2437, ⟨10.21437/Interspeech.2016-762⟩ ; http://www.interspeech2016.org/ (2016)
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Réalisation phonétique et contraste phonologique marginal : une étude automatique des voyelles du roumain
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In: JEP 2016 ; https://hal.archives-ouvertes.fr/hal-01452974 ; JEP 2016, Aug 2016, Paris, France (2016)
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A phonologically weak contrast can induce phonetic overlap
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In: Laboratory Phonology Conference ; https://hal.archives-ouvertes.fr/hal-01837204 ; Laboratory Phonology Conference, Jul 2016, Ithaca, United States (2016)
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Analyzing linguistic variation in a Romanian speech corpus through ASR errors
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In: Laboratory Approaches to Romance Phonology ; https://hal.archives-ouvertes.fr/hal-01843421 ; Laboratory Approaches to Romance Phonology, Laboratoire Parole et Langage (UMR 6057), Aix-en-Provence, Sep 2014, Aix-en-Provence, France (2014)
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Exploring Pronunciation Variants for Romanian Speech-to-Text Transcription
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In: International Workshop on Spoken Languages Technologies for Under-resourced languages ; https://hal.archives-ouvertes.fr/hal-01843413 ; International Workshop on Spoken Languages Technologies for Under-resourced languages, May 2014, St. Petersburg, Russia (2014)
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Characterisation and identi cation of non-native French accents
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://halshs.archives-ouvertes.fr/halshs-00668927 ; Speech Communication, Elsevier : North-Holland, 2011, 53 (3), pp.292-310 (2011)
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Towards a multimedia knowledge-based agent with social competence and human interaction capabilities
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