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Automatically Recognising European Portuguese Children's Speech

Hämäläinen, Annika and Cho, Hyongsil and Candeias, Sara and Pellegrini, Thomas and Abad, Alberto and Tjalve, Michael and Trancoso, Isabel and Dias, Michael Automatically Recognising European Portuguese Children's Speech. (2014) In: International Conference on Computational Processing of Portuguese - PROPOR 2014, 6 October 2014 - 9 October 2014 (São Carlos, Brazil).

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Official URL: http://dx.doi.org/10.1007/978-3-319-09761-9_1

Abstract

This paper reports findings from an analysis of errors made by an automatic speech recogniser trained and tested with 3-10-year-old European Portuguese children's speech. We expected and were able to identify frequent pronunciation error patterns in the children's speech. Furthermore, we were able to correlate some of these pronunciation error patterns and automatic speech recognition errors. The findings reported in this paper are of phonetic interest but will also be useful for improving the performance of automatic speech recognisers aimed at children representing the target population of the study.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01146745
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Universidade de Coimbra (PORTUGAL)
Other partners > Instituto de Engenharia de Sistemas e Computadores - Investigação e Desenvolvimento - INESC-ID (PORTUGAL)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Instituto Universitario de Lisboa - ISCTE IUL (PORTUGAL)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Instituto de Telecomunicações - IT (PORTUGAL)
Other partners > Microsoft (USA)
Other partners > Universidade de Lisboa - ULisboa (PORTUGAL)
Other partners > University of Washington (USA)
Laboratory name:
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Deposited By: IRIT IRIT
Deposited On:29 Apr 2015 06:30

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