US Patent No: 5,027,406

Number of patents in Portfolio can not be more than 2000

Method for interactive speech recognition and training

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Abstract

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A method for creating word models for a large vocabulary, natural language dictation system. A user with limited typing skills can create documents with little or no advance training of word models. As the user is dictating, the user speaks a word which may or may not already be in the active vocabulary. The system displays a list of the words in the active vocabulary which best match the spoken word. By keyboard or voice command, the user may choose the correct word from the list or may choose to edit a similar word if the correct word is not on the list. Alternately, the user may type or speak the initial letters of the word. Then the recognition algorithm is called again satisfying the initial letters, and the choices displayed again. A word list is then also displayed from a large backup vocabulary. The best words to display from the backup vocabulary are chosen using a statistical language model and optionally word models derived from a phonemic dictionary. When the correct word is chosen by the user, the speech sample is used to create or update an acoustic model for the word, without further intervention by the user. As the system is used, it also constantly updates its statistical language model. The system gets more and more word models and keeps improving its performance the more it is used. The system may be used for connected speech as well as for discrete utterances.

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First Claim

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Patent Owner(s)

Patent OwnerAddressTotal Patents
NUANCE COMMUNICATIONS, INC.ARMONK, NY1965

International Classification(s)

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Baker, James K West Newton, MA 43 2338
Porter, Edward W Boston, MA 14 1245
Roberts, Jed Cambridge, MA 3 347

Cited Art Landscape

Patent Info (Count) # Cites Year
 
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* Cited By Examiner

Patent Citation Ranking

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Patent Info (Count) # Cites Year
 
Other [Check patent profile for assignment information] (15)
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7,120,582 Expanding an effective vocabulary of a speech recognition system 68 1999
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* 6,418,410 Smart correction of dictated speech 37 1999
* 6,490,555 Discriminatively trained mixture models in continuous speech recognition 18 2000
* 6,704,708 Interactive voice response system 77 2000
6,424,943 Non-interactive enrollment in speech recognition 12 2000
* 7,103,533 Method for preserving contextual accuracy in an extendible speech recognition language model 3 2001
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9,076,448 Distributed real time speech recognition system 3 2003
7,809,574 Word recognition using choice lists 16 2004
7,526,431 Speech recognition using ambiguous or phone key spelling and/or filtering 25 2004
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7,505,911 Combined speech recognition and sound recording 9 2004
7,467,089 Combined speech and handwriting recognition 14 2004
7,444,286 Speech recognition using re-utterance recognition 21 2004
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7,315,818 Error correction in speech recognition 49 2005
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8,301,448 System and method for applying dynamic contextual grammars and language models to improve automatic speech recognition accuracy 2 2006
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8,015,006 Systems and methods for processing natural language speech utterances with context-specific domain agents 147 2008
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8,332,224 System and method of supporting adaptive misrecognition conversational speech 43 2009
8,069,046 Dynamic speech sharpening 120 2009
7,983,917 Dynamic speech sharpening 122 2009
* 2010/0049,501 DYNAMIC SPEECH SHARPENING 46 2009
9,031,845 Mobile systems and methods for responding to natural language speech utterance 1 2010
8,140,327 System and method for filtering and eliminating noise from natural language utterances to improve speech recognition and parsing 34 2010
* 8,112,275 System and method for user-specific speech recognition 119 2010
* 2010/0204,994 SYSTEMS AND METHODS FOR RESPONDING TO NATURAL LANGUAGE SPEECH UTTERANCE 44 2010
8,155,962 Method and system for asynchronously processing natural language utterances 34 2010
* 2010/0286,985 SYSTEMS AND METHODS FOR RESPONDING TO NATURAL LANGUAGE SPEECH UTTERANCE 129 2010
8,326,634 Systems and methods for responding to natural language speech utterance 38 2011
8,620,659 System and method of supporting adaptive misrecognition in conversational speech 28 2011
8,195,468 Mobile systems and methods of supporting natural language human-machine interactions 41 2011
8,150,694 System and method for providing an acoustic grammar to dynamically sharpen speech interpretation 44 2011
* 9,406,299 Differential acoustic model representation and linear transform-based adaptation for efficient user profile update techniques in automatic speech recognition 0 2012
8,447,607 Mobile systems and methods of supporting natural language human-machine interactions 126 2012
8,831,956 Speech command input recognition system for interactive computer display with interpretation of ancillary relevant speech query terms into commands 0 2012
9,002,710 System and method for applying dynamic contextual grammars and language models to improve automatic speech recognition accuracy 0 2012
8,849,670 Systems and methods for responding to natural language speech utterance 10 2012
8,849,652 Mobile systems and methods of supporting natural language human-machine interactions 8 2013
* 2015/0277,752 PROVIDING FOR TEXT ENTRY BY A USER OF A COMPUTING DEVICE 0 2014
9,495,957 Mobile systems and methods of supporting natural language human-machine interactions 0 2014
 
ROCKSTAR BIDCO, LP (1)
* 5,692,103 Method of speech recognition with learning 3 1994
 
APPLIED LANGUAGE TECHNOLOGIES (1)
* 5,995,928 Method and apparatus for continuous spelling speech recognition with early identification 150 1996
 
SRI INTERNATIONAL (3)
* 5,634,086 Method and apparatus for voice-interactive language instruction 124 1995
* 6,055,498 Method and apparatus for automatic text-independent grading of pronunciation for language instruction 59 1997
6,226,611 Method and system for automatic text-independent grading of pronunciation for language instruction 34 2000
 
Ideographix, Inc. (2)
* 8,381,119 Input device for pictographic languages 6 2010
* 2011/0173,558 INPUT DEVICE FOR PICTOGRAPHIC LANGUAGES 3 2010
 
A9.COM, INC. (2)
* 7,729,913 Generation and selection of voice recognition grammars for conducting database searches 11 2003
7,840,405 Generation of speech recognition grammars for conducting searches 8 2008
 
AMAZON TECHNOLOGIES, INC. (3)
* 6,996,531 Automated database assistance using a telephone for a speech based or text based multimedia communication mode 172 2001
* 2002/0143,548 Automated database assistance via telephone 66 2001
* 9,390,708 Low latency and memory efficient keywork spotting 0 2013
 
NOKIA TECHNOLOGIES OY (1)
* 6,694,295 Method and a device for recognizing speech 29 1999
 
ASPEN TECHNOLOGY, INC. (2)
* 6,110,214 Analyzer for modeling and optimizing maintenance operations 186 1996
6,246,972 Analyzer for modeling and optimizing maintenance operations 136 1999
 
INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE (1)
* 2012/0239,382 RECOMMENDATION METHOD AND RECOMMENDER COMPUTER SYSTEM USING DYNAMIC LANGUAGE MODEL 0 2011
 
Ultratec, Inc. (8)
8,416,925 Device independent text captioned telephone service 11 2008
* 2008/0187,108 Device Independent Text Captioned Telephone Service 41 2008
8,515,024 Captioned telephone service 1 2010
* 2011/0170,672 CAPTIONED TELEPHONE SERVICE 13 2010
9,131,045 System for text assisted telephony 0 2012
8,917,821 Device independent text captioned telephone service 11 2013
8,917,822 System for text assisted telephony 11 2014
8,908,838 System for text assisted telephony 11 2014
 
International Voice Register, Inc. (1)
* 5,758,322 Method and apparatus for conducting point-of-sale transactions using voice recognition 203 1994
 
NEC CORPORATION (2)
* 5,671,329 Speech dialogue system in which a recognition and understanding process, application process, and voice input response are performed simultaneously with voice input 14 1994
* 6,026,407 Language data storage and reproduction apparatus 1 1996
 
L & H HOLDINGS USA, INC. (1)
* 5,946,654 Speaker identification using unsupervised speech models 71 1997
 
AT&T Bell Laboratories (2)
* 5,212,821 Machine-based learning system 94 1991
* 5,329,608 Automatic speech recognizer 166 1993
 
NINTENDO CO., LTD. (1)
* 6,538,666 Image processing device using speech recognition to control a displayed object 36 1999
 
HIRSCH ELECTRONICS LLC (1)
* 5,668,929 Speech activated security systems and methods 48 1996
 
Accent Incorporated (1)
* 5,799,276 Knowledge-based speech recognition system and methods having frame length computed based upon estimated pitch period of vocalic intervals 363 1995
 
MICROSOFT TECHNOLOGY LICENSING, LLC (20)
* 5,870,705 Method of setting input levels in a voice recognition system 8 1994
* 5,864,815 Method and system for displaying speech recognition status information in a visual notification area 57 1995
* 5,857,172 Activation control of a speech recognizer through use of a pointing device 3 1995
* 5,761,641 Method and system for creating voice commands for inserting previously entered information 34 1995
* 5,748,191 Method and system for creating voice commands using an automatically maintained log interactions performed by a user 105 1995
* 5,913,193 Method and system of runtime acoustic unit selection for speech synthesis 175 1996
* 5,937,384 Method and system for speech recognition using continuous density hidden Markov models 79 1996
* 5,963,903 Method and system for dynamically adjusted training for speech recognition 43 1996
* 5,950,160 Method and system for displaying a variable number of alternative words during speech recognition 14 1996
* 5,899,976 Method and system for buffering recognized words during speech recognition 13 1996
* 5,884,258 Method and system for editing phrases during continuous speech recognition 22 1996
* 5,829,000 Method and system for correcting misrecognized spoken words or phrases 75 1996
* 5,794,197 Senone tree representation and evaluation 37 1997
6,363,347 Method and system for displaying a variable number of alternative words during speech recognition 29 1999
* 7,480,615 Method of speech recognition using multimodal variational inference with switching state space models 2 2004
* 7,778,821 Controlled manipulation of characters 2 2004
* 2006/0111,890 Controlled manipulation of characters 3 2004
* 7,680,659 Discriminative training for language modeling 12 2005
* 2007/0260,595 FUZZY STRING MATCHING USING TREE DATA STRUCTURE 34 2006
8,082,145 Character manipulation 0 2010
 
GOOGLE INC. (4)
* 8,626,511 Multi-dimensional disambiguation of voice commands 2 2010
* 2011/0184,730 MULTI-DIMENSIONAL DISAMBIGUATION OF VOICE COMMANDS 97 2010
9,123,339 Speech recognition using repeated utterances 3 2010
9,317,605 Presenting forked auto-completions 0 2012
 
GENERAL ELECTRIC COMPANY (1)
* 6,064,957 Improving speech recognition through text-based linguistic post-processing 41 1997
 
KONINKLIJKE PHILIPS ELECTRONICS N.V. (1)
* 7,496,508 Method of determining database entries 1 2002
 
VITERA HEALTHCARE SOLUTIONS, LLC (2)
6,304,848 Medical record forming and storing apparatus and medical record and method related to same 47 1998
6,587,830 Medical record forming and storing apparatus and medical record and method related to same 18 2001
 
PIONEER CORPORATION (1)
* 6,385,582 Man-machine system equipped with speech recognition device 10 2000
 
SPEECHWORKS INTERNATIONAL, INC. (1)
* 7,216,079 Method and apparatus for discriminative training of acoustic models of a speech recognition system 21 1999
 
Advanced Recognition Technologies, Inc. (2)
7,676,366 Adaptation of symbols 0 2003
* 2004/0138,893 Adaptation of symbols 4 2003
 
ALCATEL-LUCENT USA INC. (1)
* 5,960,393 User selectable multiple threshold criteria for voice recognition 21 1997
 
RPX CLEARINGHOUSE LLC (2)
* 6,236,715 Method and apparatus for using the control channel in telecommunications systems for voice dialing 16 1997
* 5,983,177 Method and apparatus for obtaining transcriptions from multiple training utterances 40 1997
 
Sekisui Kagaku Kogyo Kabushiki Kaisha (1)
* 5,461,697 Speaker recognition system using neural network 17 1993
 
QWEST COMMUNICATIONS INTERNATIONAL INC. (1)
* 5,758,319 Method and system for limiting the number of words searched by a voice recognition system 18 1996
 
NTT DOCOMO, INC. (2)
* 7,627,470 Speaking period detection device, voice recognition processing device, transmission system, signal level control device and speaking period detection method 2 2004
* 2005/0102,134 Speaking period detection device, voice recognition processing device, transmission system, signal level control device and speaking period detection method 4 2004
 
GENERAL MOTORS LLC (2)
* 2007/0136,069 Method and system for customizing speech recognition in a mobile vehicle communication system 11 2005
* 8,831,938 Speech recognition adjustment based on manual interaction 1 2013
 
UNISYS CORPORATION (1)
* 5,652,897 Robust language processor for segmenting and parsing-language containing multiple instructions 63 1993
 
CARNEGIE MELLON UNIVERSITY (1)
* 5,855,000 Method and apparatus for correcting and repairing machine-transcribed input using independent or cross-modal secondary input 165 1996
 
CLARION CO., LTD. (1)
* 6,708,150 Speech recognition apparatus and speech recognition navigation apparatus 63 2000
 
MATSUSHITA ELECTRIC INDUSTRIAL CO., LTD. (2)
* 5,307,444 Voice analyzing system using hidden Markov model and having plural neural network predictors 42 1990
* 5,966,701 Recognition and judgement apparatus having various learning functions 9 1996
 
AT&T CORP. (3)
* 6,154,579 Confusion matrix based method and system for correcting misrecognized words appearing in documents generated by an optical character recognition technique 17 1997
6,205,428 Confusion set-base method and apparatus for pruning a predetermined arrangement of indexed identifiers 14 1997
6,205,261 Confusion set based method and system for correcting misrecognized words appearing in documents generated by an optical character recognition technique 36 1998
* Cited By Examiner