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Computational Linguistics
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COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
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Improved statistical alignment models
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Hierarchical Phrase-Based Translation
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An EM algorithm for SCFG in formal syntax-based translation
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
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11,001 new features for statistical machine translation
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PerMIS '09 Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems
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Joint estimation of confidence and error causes in speech recognition
Speech Communication
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This paper describes our recent improvements to IBM TRANSTAC speech-to-speech translation systems that address various issues arising from dealing with resource-constrained tasks, which include both limited amounts of linguistic resources and training data, as well as limited computational power on mobile platforms such as smartphones. We show how the proposed algorithms and methodologies can improve the performance of automatic speech recognition, statistical machine translation, and text-to-speech synthesis, while achieving low-latency two-way speech-to-speech translation on mobiles.