IEEE International Conference on Acoustics Speech and Signal Processing · 1993 · 127 citations · 7 references
Artificial IntelligenceEngineeringSpoken Language ProcessingCorpus LinguisticsLanguage ProcessingSpeech RecognitionNatural Language ProcessingComputational LinguisticsProgressive Search TechniquesRobust Speech RecognitionAutomatic RecognitionVoice RecognitionLanguage StudiesSpoken Language UnderstandingComputer ScienceSpeech CommunicationSpeech TechnologyProgressive SearchLanguage RecognitionLarge-vocabulary DictationSpeech ProcessingWord LatticeSpeech InputSpeech PerceptionLinguistics
The authors describe a technique called progressive search which is useful for developing and implementing speech recognition systems with high computational requirements. The scheme iteratively uses more and more complex recognition schemes, where each iteration constrains the speech space of the next. An algorithm called the forward-backward word-life algorithm is described. It can generate a word lattice in a progressive search that would be used as a language model embedded in a succeeding recognition pass to reduce computation requirements. It is shown that speed-ups of more than an order of magnitude are achievable with only minor costs in accuracy.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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Reduced channel dependence for speech recognition
Hy Murveit, John Butzberger, Mitch Weintraub · 1992 · 33 citations · Full text