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Evaluating and Improving Child-Directed Automatic Speech Recognition
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In: Computer Science Faculty Publications and Presentations (2020)
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| 2 |
Questions, biases and ‘negation’: evidence from Scots varieties
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| 3 |
Collecting, Transcribing, Analyzing : Machine-Assisted Linguistic Fieldwork ; Collecter, Transcrire, Analyser : quand la machine assiste le linguiste dans son travail de terrain
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In: https://tel.archives-ouvertes.fr/tel-01893309 ; Informatique et langage [cs.CL]. Université Grenoble Alpes, 2018. Français. ⟨NNT : 2018GREAM011⟩ (2018)
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| 4 |
Challenges of building an authentic emotional speech corpus of spontaneous Japanese dialog
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Yoshiko Arimoto. - : Center for Corpus Development, National Institute for Japanese Language and Linguistics, 2018
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| 5 |
LIG-AIKUMA: a Mobile App to Collect Parallel Speech for Under-Resourced Language Studies
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In: Interspeech 2016 proceedings ; Interspeech 2016 (short demo paper) ; https://hal.archives-ouvertes.fr/hal-01350062 ; Interspeech 2016 (short demo paper), Sep 2016, San-Francisco, France (2016)
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Languages, Cultures, Media
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In: https://hal.archives-ouvertes.fr/hal-01412764 ; France. Langages (18), Université Savoie Mont-Blanc, pp.361, 2016, 978-2-919732-75-3 (2016)
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Improving Data Selection for Low Resource STT and KWS
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Abstract:
This paper extends recent research on training data selection for speech transcription and keyword spotting system development. Selection techniques were explored in the context of the IARPA-Babel Active Learning (AL) task for 6 languages. Different selection criteria were considered with the goal of improving over a system built using a pre-defined 3-hour training data set. Four variants of the entropy-based criterion were explored: words, triphones, phones as well as the use of HMM-states previously introduced in [4]. The influence of the number of HMM-states was assessed as well as whether automatic or manual reference transcripts were used. The combination of selection criteria was investigated, and a novel multi-stage selection method proposed. This method was also assessed using larger data sets than were permitted in the Babel AL task. Results are reported for the 6 languages. The multi-stage selection was also applied to the surprise language (Swahili) in the NIST OpenKWS 2015 evaluation. ; 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) , 13 Dec 2015, 17 Dec 2015
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Keyword:
acoustics; data selection; decoding; entropy; Hidden Markov models; IARPA Collection; keyword spotting; low-resource languages; speech; speech recognition; training; training data
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URL: http://www.dtic.mil/docs/citations/AD1038536
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=AD1038536
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| 8 |
Machine Translation Based Data Augmentation for Cantonese Keyword Spotting (Author's Manuscript)
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| 9 |
Investigation of Back-off Based Interpolation Between Recurrent Neural Network and N-gram Language Models (Author's Manuscript)
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| 10 |
Investigating Techniques for Low Resource Conversational Speech Recognition
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| 11 |
Code-switched English Pronunciation Modeling for Swahili Spoken Term Detection (Pub Version, Open Access)
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| 12 |
A Multi-Sensor Helmet to Capture Rare Singing, an Intangible Cultural Heritage Study
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In: 10th International Seminar on Speech Production (ISSP) ; https://hal.archives-ouvertes.fr/hal-01188296 ; 10th International Seminar on Speech Production (ISSP), May 2014, Cologne, Germany. pp.5-8 ; www.issp2014.uni-koeln.de (2014)
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| 13 |
A Multi-Sensor Helmet To Capture Rare Singing, An Intangible Cultural Heritage Study ...
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| 14 |
Building a Database of Political Speech Does Culture Matter in Charisma Annotations?
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In: Conference papers (2014)
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| 15 |
Open-Source Multi-Language Audio Database for Spoken Language Processing Applications
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In: DTIC (2012)
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| 16 |
Dummheit als Methode: eine dramatologische Textinterpretation
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In: Qualitativ-empirische Sozialforschung : Konzepte, Methoden, Analysen ; 295-318 (2012)
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| 17 |
Identität in Erzählung und im Erzählen: Versuch einer Bestimmung der Besonderheit des narrativen Diskurses für die sprachliche Verfassung von ldentität
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In: Journal für Psychologie ; 7 ; 1 ; 43-55 (2012)
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| 18 |
The Duplicity of Testimonial Interviews—Unfolding and Utilising Multiple Temporalisation in Compound Procedures and Projects
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In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 8 ; 1 ; 11 (2012)
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| 19 |
Ein Kategoriensystem zur Wahrnehmung und Kodierung sprachlicher Diskriminierung
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In: Journal für Psychologie ; 3 ; 33-43 (2012)
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| 20 |
The impact of sound-field systems on learning and attention in elementary school classrooms.
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In: J Speech Lang Hear Res , 55 (4) pp. 1163-1176. (2012) (2012)
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