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Intelligibility-enhancing speech modifications - The Hurricane challenge 2.0

 
: Rennies, J.; Schepker, H.; Valentini-Botinhao, C.; Cooke, M.

:

Meng, H. ; International Speech Communication Association -ISCA-:
Cognitive intelligence for speech processing. 21st Annual Conference of the International Speech Communication Association, INTERSPEECH 2020 : held online due to Covid-19; Shanghai, China, 25-29 October 2020
Red Hook/NY: Curran Associates, 2020
ISBN: 978-1-71382-069-7
DOI: 10.21437/Interspeech.2020
pp.1341-1345
International Speech Communication Association (INTERSPEECH Annual Conference) <21, 2020, Online>
English
Conference Paper
Fraunhofer IDMT ()

Abstract
Understanding speech played back in noisy and reverberant conditions remains a challenging task. This paper describes the Hurricane Challenge 2.0, the second large-scale evaluation of algorithms aiming to solve the near-end listening enhancement problem. The challenge consisted of modifying German, English, and Spanish speech, which was then evaluated by a total of 187 listeners at three sites. Nine algorithms participated in the challenge. Results indicate a large variability in performance between the algorithms, and that some entries achieved large speech intelligibility benefits. The largest observed benefits corresponded to intensity changes of about 7 dB, which exceeded the results obtained in the previous challenge despite more complex listening conditions. A priori information about the acoustic conditions did not provide a general advantage.

: http://publica.fraunhofer.de/documents/N-639620.html