The ISL RT-06S speech-to-text system

Authors:
Christian Fügen;Shajith Ikbal;Florian Kraft;Kenichi Kumatani;Kornel Laskowski;John W. McDonough;Mari Ostendorf;Sebastian Stüker;Matthias Wölfel
Affiliations:
Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany;Interactive Systems Laboratories, Universität Karlsruhe (TH), Karlsruhe, Germany
Venue:
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
Year:
2006

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Abstract

This paper describes the 2006 lecture and conference meeting speech-to-text system developed at the Interactive Systems Laboratories (ISL), for the individual head-mounted microphone (IHM), single distant microphone (SDM), and multiple distant microphone (MDM) conditions, which was evaluated in the RT-06S Rich Transcription Meeting Evaluation sponsored by the US National Institute of Standards and Technologies (NIST). We describe the principal differences between our current system and those submitted in previous years, namely improved acoustic and language models, cross adaptation between systems with different front-ends and phoneme sets, and the use of various automatic speech segmentation algorithms.