Frederick Jelinek

Frederick Jelinek's AcademicInfluence.com Rankings

Frederick Jelinek

Communications

#1862

World Rank

#2731

Historical Rank

#891

USA Rank

Linguistics

#476

World Rank

#626

Historical Rank

#182

USA Rank

communications Degrees

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Communications

Frederick Jelinek's Degrees

PhD Electrical Engineering Columbia University
Masters Electrical Engineering Columbia University
Bachelors Electrical Engineering Columbia University

Why Is Frederick Jelinek Influential?

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According to Wikipedia, Frederick Jelinek was a Czech-American researcher in information theory, automatic speech recognition, and natural language processing. He is well known for his oft-quoted statement, "Every time I fire a linguist, the performance of the speech recognizer goes up".

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Frederick Jelinek's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Optimal decoding of linear codes for minimizing symbol error rate (Corresp.) (1974) (6597)
Statistical methods for speech recognition (1997) (2285)
A Statistical Approach to Machine Translation (1990) (1986)
A Maximum Likelihood Approach to Continuous Speech Recognition (1983) (1438)
Interpolated estimation of Markov source parameters from sparse data (1980) (1057)
Continuous speech recognition by statistical methods (1976) (1025)
Fast sequential decoding algorithm using a stack (1969) (602)
A Procedure for Quantitatively Comparing the Syntactic Coverage of English Grammars (1991) (568)
Design of a linguistic statistical decoder for the recognition of continuous speech (1975) (322)
Structured language modeling (2000) (321)
A Statistical Approach to Language Translation (1988) (304)
Towards History-based Grammars: Using Richer Models for Probabilistic Parsing (1993) (282)
Perplexity—a measure of the difficulty of speech recognition tasks (1977) (244)
The development of an experimental discrete dictation recognizer (1985) (243)
Basic Methods of Probabilistic Context Free Grammars (1992) (231)
Self-organizing language modeling for speech recognition (1990) (230)
Exploiting Syntactic Structure for Language Modeling (1998) (212)
Decoding for channels with insertions, deletions, and substitutions with applications to speech recognition (1975) (209)
Computation of the Probability of Initial Substring Generation by Stochastic Context-Free Grammars (1991) (162)
A Dynamic Language Model for Speech Recognition (1991) (150)
Instrumentable tree encoding of information sources (Corresp.) (1971) (139)
Buffer overflow in variable length coding of fixed rate sources (1968) (121)
Probabilistic Parsing Method for Sentence Disambiguation (1989) (119)
Permutation codes for sources (1972) (111)
Decision Tree Parsing using a Hidden Derivation Model (1994) (110)
Markov Source Modeling of Text Generation (1985) (100)
Continuous speech recognition (1977) (99)
Experiments with the Tangora 20,000 word speech recognizer (1987) (98)
On variable-length-to-block coding (1972) (93)
Structure and performance of a dependency language model (1997) (85)
Random Forests in Language Modelin (2004) (84)
Contextual Information Improves OOV Detection in Speech (2010) (82)
Tree encoding of memoryless time-discrete sources with a fidelity criterion (1969) (81)
On large vocabulary continuous speech recognition of highly inflectional language - czech (2001) (81)
A Neural Syntactic Language Model (2005) (79)
Up from trigrams! - the struggle for improved language models (1991) (78)
Large vocabulary natural language continuous speech recognition (1989) (77)
Random forests and the data sparseness problem in language modeling (2007) (71)
Further results on the recognition of a continuously read natural corpus (1980) (69)
Decision Tree Models Applied to the Labeling of Text with Parts-of-Speech (1992) (68)
Exploiting Syntactic Structure for Language Modeling (68)
Probabilistic Information Theory: Discrete and Memoryless Models (1968) (66)
An upper bound on moments of sequential decoding effort (1969) (66)
An efficient algorithm for computing free distance (Corresp.) (1972) (59)
A Study on Richer Syntactic Dependencies for Structured Language Modeling (2002) (56)
Generating a grammar for statistical training (1990) (56)
Improved clustering techniques for class-based statistical language modeling (1999) (54)
Recognition performance of a structured language model (2000) (53)
An IBM PC based large-vocabulary isolated-utterance speech recognizer (1986) (52)
A statistical approach to French/English translation (1988) (52)
Rate 1/2 convolutional codes with complementary generators (1971) (50)
A study of n-gram and decision tree letter language modeling methods (1998) (47)
Automatic recognition of continuously spoken sentences from a finite state grammer (1978) (47)
Towards using hybrid word and fragment units for vocabulary independent LVCSR systems (2009) (44)
Speech Recognition by Statistical Methods (1976) (43)
Probabilistic classification of HMM states for large vocabulary continuous speech recognition (1999) (41)
A spoken term detection framework for recovering out-of-vocabulary words using the web (2010) (41)
25 Continuous speech recognition: Statistical methods (1982) (40)
A 2-cycle algorithm for source coding with a fidelity criterion (1973) (37)
A real-time, isolated-word, speech recognition system for dictation transcription (1985) (35)
OOV Sensitive Named-Entity Recognition in Speech (2011) (34)
Using a connectionist model in a syntactical based language model (2003) (34)
Evaluation of expurgated bound exponents (1968) (33)
Pronunciation modeling for conversational speech recognition (2001) (33)
Some of my Best Friends are Linguists (2005) (32)
Random clusterings for language modeling (2005) (31)
Bootstrap Hybrid Decoding for Symmetrical Binary Input Channels (1971) (31)
Classifying words for improved statistical language models (1990) (30)
Structured Language Modeling for Speech Recognition (2000) (30)
Tree encoding of Gaussian sources (1974) (30)
Putting language into language modeling (1999) (30)
Reconstructing False Start Errors in Spontaneous Speech Text (2009) (29)
Continuous speech recognition with automatically selected acoustic prototypes obtained by either bootstrapping or clustering (1981) (28)
Recognition of continuously read natural corpus (1978) (28)
Training Connectionist Models for the Structured Language Model (2003) (27)
Upper bounds on sequential decoding performance parameters (1974) (27)
Exact training of a neural syntactic language model (2004) (26)
Integration of multiple knowledge sources in speech recognition using minimum error training (2001) (22)
Recognition of isolated-word sentences from a 5000-word vocabulary office correspondence task (1983) (22)
On the structure of rate 1/n convolutional codes (1972) (20)
Speech recognition of a natural text read as isolated words (1981) (20)
Linguistic Resources for Reconstructing Spontaneous Speech Text (2008) (20)
Large-scale random forest language models for speech recognition (2007) (20)
Indecomposable Channels with Side Information at the Transmitter (1965) (20)
Recognition results for several experimental acoustic processors (1979) (19)
Five speculations (and a divertimento) on the themes of H. Bourlard, H. Hermansky, and N. Morgan (1996) (18)
Some experiments with large-vocabulary isolated-word sentence recognition (1984) (18)
Coding for and decomposition of two-way channels (1964) (17)
ACL Lifetime Achievement Award: The Dawn of Statistical ASR and MT (2009) (16)
Large Vocabulary Speech Recognition for Read and Broadcast Czech (1999) (16)
Reconstructing spontaneous speech (2009) (15)
Iterative decoding: A novel re-scoring framework for confusion networks (2009) (15)
Algorithms for Source Coding (1975) (14)
Continuous parameter acoustic processing for recognition of a natural speech corpus (1981) (13)
Evaluation of distortion rate functions for low distortions (1967) (12)
Model combination for Speech Recognition using Empirical Bayes Risk minimization (2010) (11)
Stochastic Analysis of Structured Language Modeling (2004) (10)
Unsupervised Model Adaptation using Information-Theoretic Criterion (2010) (10)
Determination of Capacity Achieving Input Probabilities for a Class of Finite State Channels with Side Information (1966) (9)
Refinement of a Structured Language Model (2000) (9)
On the Maximum Number of Different Entries in the Terminal Capacity Matrix of Oriented Communication Nets (1963) (9)
Bootstrap trellis decoding (1975) (8)
Nonreciprocal data sharing in estimating HMM parameters (1998) (8)
Investigating linguistic knowledge in a maximum entropy token-based language model (2007) (8)
Loss in Information Transmission through Two-Way Channels (1963) (8)
Maximum Entropy Modeling in Semantic Tagging (2003) (7)
A New Class of Lower Bounds to Information Rates of Stationary Sources via Conditional Rate-Distortion Functions (1973) (6)
Variable-length encoding of fixed-rate Markov sources for fixed-rate channels (1974) (6)
Channel Coding with a Sequential Algebraic Coding Scheme (1971) (6)
Self-Organized Continuous Speech Recognition (1980) (5)
Exploiting Prosodic Breaks in Language Modeling with Random Forests (2008) (5)
Language model adaptation using Random Forests (2010) (5)
What lies beneath: Semantic and syntactic analysis of manually reconstructed spontaneous speech (2009) (5)
White Paper on Spoken Language Systems (1989) (5)
Knowledge integration into language models: a random forest approach (2009) (5)
Training and search methods for speech recognition. (1994) (5)
Search and decoding strategies for complex lexical modeling in lvcsr (2011) (4)
Self-organized Language Modeling for Speech Recognition. Estimation of Probabilities from Sparse Data for the Lan- Guage Model Component of a Speech Recognizer (1994) (3)
Self-organized Language Modeling for Speech Recognition. Estimation of Probabilities from Sparse Data for the Lan- Guage Model Component of a Speech Recognizer (1994) (3)
Using Random Forests in the Structured Language Model (2004) (3)
Three Signaling Systems for Double Access to an Active Satellite (1966) (2)
Code Breaking for Automatic Speech Recognition (2009) (2)
Integrating sentence- and word-level error identification for disfluency correction (2009) (2)
Practical sequential decoding and a simple hybrid scheme. (1968) (2)
Coding for discrete memoryless two-way channels (1962) (2)
Structured Language Modeling for Speech Recognition Errata (1999) (2)
Hybrid coding systems study (1972) (2)
Unsupervised estimation of the language model scaling factor (2009) (1)
Study of sequential decoding (1970) (1)
Robust Knowledge Discovery from Parallel Speech and Text Sources (2001) (1)
Two New Approaches to Language Modeling: A Tutorial (1995) (1)
Learning Structured Information in Natural Language Applications (2006) (1)
Statistical modeling and automatic parameter estimation in speech recognition (1976) (1)
Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text (2004) (1)
Language Modeling Experiments with Random Forests (2005) (1)
Direct Parsing of Text (1996) (0)
A method and device for determining a likely word sequence by an acoustic processor kennsaetzen generated. (1986) (0)
Toward the Ultimate ASR Language Model (2008) (0)
Combating the Sparse Data Problem of Language Modelling (2003) (0)
Session 8 &: 9: Statistical and Learning Methods (1994) (0)
Correction of a reported result (1979) (0)
Advances in Discrete Dictation Recognizer Systems (Abstract) (1988) (0)
PUTTING LANGUAGE INTO LANGUAGE MODELING y (2007) (0)
PERFORMANCE OF ENHANCED-UMTS HSDPA USING TRANSMIT DIVERSITY AND POWER CONTROL SCHEMES (2010) (0)
Speech recognition system for lifelike Language Translation (1993) (0)
Language Modeling with Linguistic Cluster Constraints (2007) (0)
Speech recognition at IBM research (1984) (0)
An Efficient Algorithm for Computing Free Disk&e (1971) (0)
Reviewers: Reviewers for Volume 36 (2010) (0)
Acquisition of language models from text (1992) (0)
Continuous Speech Recognition for Text Applications (1978) (0)
Method and system for language translation (1992) (0)
Tree encoding of Gaussian sources. [in data compression (1974) (0)
Erratum to: A Statistical Approach to Machine Translation (1991) (0)
DR AF T Speech and Language Processing : An introduction to speech recognition , computational linguistics and natural language processing (2006) (0)
Results Hamoo \matrix Fast Match: a Fast Method for Iden- Tifying a Short List of Candidate Words for Decod- Ing" (1991) (0)

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Frederick Jelinek's Academic­Influence.com Rankings