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Title: Applying Vocal Tract Length Normalization to Meeting Recordings
Authors: Garau, Giulia
Renals, Steve
Hain, Thomas
Issue Date: 2005
Citation: In Proceedings, Interspeech'2005 - Eurospeech, 9th European Conference on Speech Communication and Technology, Lisbon, Portugal, September 4-8, 2005
Publisher: International Speech Communication Association
Abstract: Vocal Tract Length Normalisation (VTLN) is a commonly used technique to normalise for inter-speaker variability. It is based on the speaker-specific warping of the frequency axis, parameterised by a scalar warp factor. This factor is typically estimated using maximum likelihood. We discuss how VTLN may be applied to multiparty conversations, reporting a substantial decrease in word error rate in experiments using the ICSI meetings corpus. We investigate the behaviour of the VTLN warping factor and show that a stable estimate is not obtained. Instead it appears to be influenced by the context of the meeting, in particular the current conversational partner. These results are consistent with predictions made by the psycholinguistic interactive alignment account of dialogue, when applied at the acoustic and phonological levels.
Keywords: Vocal Tract Length Normalisation
inter-speaker variability
URI: http://www.isca-speech.org/archive/interspeech_2005
http://hdl.handle.net/1842/918
Appears in Collections:CSTR publications

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