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» Relevance language modeling for speech recognition
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FLAIRS
2006
15 years 1 months ago
An Empirical Exploration of Hidden Markov Models: From Spelling Recognition to Speech Recognition
Hidden Markov models play a critical role in the modelling and problem solving of important AI tasks such as speech recognition and natural language processing. However, the stude...
Shieu-Hong Lin
78
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ICASSP
2011
IEEE
14 years 3 months ago
Asymmetric acoustic modeling of mixed language speech
We propose to improve speech recognition performance on speaker-independent, mixed language speech by asymmetric acoustic modeling. Mixed language is either inter-sentential code ...
Ying Li, Pascale Fung, Ping Xu, Yi Liu
TSD
2009
Springer
15 years 6 months ago
Transcription of Catalan Broadcast Conversation
The paper describes aspects, methods and results of the development of an automatic transcription system for Catalan broadcast conversation by means of speech recognition. Emphasi...
Henrik Schulz, José A. R. Fonollosa, David ...
ICASSP
2010
IEEE
14 years 12 months ago
Jointly recognizing multi-speaker conversations
We suggest an approach to speech recognition where multiple sides of a conversation in a dialog or meeting are processed and decoded jointly rather than independently. We moreover...
Gang Ji, Jeff Bilmes
ACL
2012
13 years 2 months ago
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining
Long-span features, such as syntax, can improve language models for tasks such as speech recognition and machine translation. However, these language models can be difficult to u...
Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur