Nelson Morgan

Nelson Morgan's AcademicInfluence.com Rankings

Nelson Morgan

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Nelson Morgan

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Engineering
Philosophy

Nelson Morgan's Degrees

PhD Electrical Engineering Stanford University
Masters Electrical Engineering Stanford University
Bachelors Electrical Engineering Stanford University

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Nelson Morgan'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

RASTA processing of speech (1994) (2174)
Connectionist Speech Recognition: A Hybrid Approach (1993) (1453)
The ICSI Meeting Corpus (2003) (768)
A view of the parallel computing landscape (2009) (653)
Speech and Audio Signal Processing - Processing and Perception of Speech and Music, Second Edition (1999) (401)
RASTA-PLP speech analysis technique (1992) (315)
Robust speech recognition using the modulation spectrogram (1998) (310)
Connectionist probability estimators in HMM speech recognition (1994) (301)
Generalization and Parameter Estimation in Feedforward Netws: Some Experiments (1989) (295)
Continuous speech recognition using multilayer perceptrons with hidden Markov models (1990) (217)
Towards increasing speech recognition error rates (1995) (210)
Developments and directions in speech recognition and understanding, Part 1 [DSP Education] (2009) (192)
Continuous speech recognition (1995) (180)
Compensation for the effect of the communication channel in auditory-like analysis of speech (RASTA-PLP) (1991) (179)
Speech and Audio Signal Processing (2011) (176)
The Meeting Project at ICSI (2001) (164)
Effects of speaking rate and word frequency on pronunciations in convertional speech (1999) (161)
The challenge of spoken language systems: research directions for the nineties (1995) (158)
Neural networks for statistical recognition of continuous speech (1995) (154)
Combining multiple estimators of speaking rate (1998) (154)
Deep and Wide: Multiple Layers in Automatic Speech Recognition (2012) (147)
Research Developments and Directions in Speech Recognition and Understanding, Part 1 (2009) (146)
Qualcomm-ICSI-OGI features for ASR (2002) (136)
Continuous speech recognition by connectionist statistical methods (1993) (127)
Recognition of speech in additive and convolutional noise based on RASTA spectral processing (1993) (126)
Cross-Domain and Cross-Language Portability of Acoustic Features Estimated by Multilayer Perceptrons (2006) (123)
The ICSI Meeting Project: Resources and Research (2004) (120)
On using MLP features in LVCSR (2004) (119)
Using MLP features in SRI's conversational speech recognition system (2005) (118)
Incorporating information from syllable-length time scales into automatic speech recognition (1998) (117)
Using a stochastic context-free grammar as a language model for speech recognition (1995) (114)
Spert-II: A Vector Microprocessor System (1996) (112)
Speech recognition using on-line estimation of speaking rate (1997) (107)
Pushing the envelope - aside [speech recognition] (2005) (107)
Recognizing reverberant speech with RASTA-PLP (1997) (102)
Recent innovations in speech-to-text transcription at SRI-ICSI-UW (2006) (101)
Dynamic pronunciation models for automatic speech recognition (1999) (101)
Hybrid HMM/ANN Systems for Speech Recognition: Overview and New Research Directions (1997) (100)
Learning long-term temporal features in LVCSR using neural networks (2004) (93)
The Ring Array Processor: A Multiprocessing Peripheral for Connection Applications (1992) (87)
CDNN: a context dependent neural network for continuous speech recognition (1992) (86)
Meetings about meetings: research at ICSI on speech in multiparty conversations (2003) (80)
Introduction to the Special Section on Deep Learning for Speech and Language Processing (2012) (77)
The berkeley restaurant project (1994) (77)
Perceptually inspired signal processing strategies for robust speech recognition in reverberant environments (1998) (76)
A Continuous Speech Recognition System Embedding MLP into HMM (1989) (73)
Size matters: an empirical study of neural network training for large vocabulary continuous speech recognition (1999) (72)
Robust CNN-based speech recognition with Gabor filter kernels (2014) (71)
Multi-stream speech recognition: ready for prime time? (1999) (71)
Connectionist probability estimation in the DECIPHER speech recognition system (1992) (71)
Integrating syllable boundary information into speech recognition (1997) (70)
Updated MINDS report on speech recognition and understanding, Part 2 [DSP Education] (2009) (69)
Estimation of global posteriors and forward-backward training of hybrid HMM/ANN systems (1997) (68)
The Parallel Computing Laboratory at U.C. Berkeley: A Research Agenda Based on the Berkeley View (2008) (65)
Hearing Is Believing: Biologically Inspired Methods for Robust Automatic Speech Recognition (2012) (65)
Natural statistical models for automatic speech recognition (1999) (63)
REMAP: Recursive Estimation and Maximization of A Posteriori Probabilities - Application to Transition-Based Connectionist Speech Recognition (1995) (57)
Integrating RASTA-PLP into speech recognition (1994) (56)
The design of a neuro-microprocessor (1993) (56)
Context-dependent connectionist probability estimation in a hybrid hidden Markov model-neural net speech recognition system (1994) (56)
Fast speakers in large vocabulary continuous speech recognition: analysis & antidotes (1995) (55)
Towards robustness to fast speech in ASR (1996) (53)
Trapping conversational speech: extending TRAP/tandem approaches to conversational telephone speech recognition (2004) (53)
Combining connectionist multi-band and full-band probability streams for speech recognition of natural numbers (1998) (53)
All for one: feature combination for highly channel-degraded speech activity detection (2013) (50)
Double the trouble: handling noise and reverberation in far-field automatic speech recognition (2002) (50)
Developments and Directions in Speech Recognition and Understanding , Part 1 T (49)
Comparing Different Flavors of Spectro-Temporal Features for ASR (2011) (49)
The TAO of ATWV: Probing the mysteries of keyword search performance (2013) (48)
The IBM 2008 GALE Arabic speech transcription system (2010) (46)
Multi-stream spectro-temporal features for robust speech recognition (2008) (45)
Evaluating long-term spectral subtraction for reverberant ASR (2001) (45)
Development of the SRI/nightingale Arabic ASR system (2008) (45)
A neural network based, speaker independent, large vocabulary, continuous speech recognition system: the WERNICKE project (1993) (41)
Multi-stream to many-stream: using spectro-temporal features for ASR (2009) (41)
The RAP: a ring array processor for layered network calculations (1990) (40)
Robust ASR front-end using spectral-based and discriminant features: experiments on the Aurora tasks (2001) (39)
The challenge of inverse-E: the RASTA-PLP method (1991) (38)
Performance improvements through combining phone- and syllable-scale information in automatic speech recognition (1998) (36)
Hybrid neural network/hidden Markov model continuous-speech recognition (1992) (35)
Combining Discriminative Feature, Transform, and Model Training for Large Vocabulary Speech Recognition (2007) (34)
INCORPORATING CONTEXTUAL PHONETICS INTO AUTOMATIC SPEECH RECOGNITION (1999) (34)
Transmissions and transitions: a study of two common assumptions in multi-band ASR (1998) (34)
An Overview of the SPRACH System for the Transcription of Broadcast News (1999) (33)
Continuous speech recognition using PLP analysis with multilayer perceptrons (1991) (32)
REMAP: recursive estimation and maximization of a posteriori probabilities in connectionist speech recognition (1995) (31)
Towards subband-based speech recognition (1996) (30)
Artificial neural networks: electronic implementations (1990) (29)
Stochastic perceptual auditory-event-based models for speech recognition (1994) (29)
Context-Dependent Multiple Distribution Phonetic Modeling with MLPs (1992) (29)
Towards using hierarchical posteriors for flexible automatic speech recognition systems (2004) (28)
Neural nets and hidden Markov models: Review and generalizations (1991) (28)
Features Based on Auditory Physiology and Perception (2012) (28)
A syllable, articulatory-feature, and stress-accent model of speech recognition (2002) (27)
Getting the last laugh: automatic laughter segmentation in meetings (2008) (27)
Hybrid Neural Network/Hidden Markov Model Systems for Continuous Speech Recognition (1993) (24)
Tandem Connectionist Feature Extraction for Conversational Speech Recognition (2004) (23)
Remap: recursive estimation and maximization of a posteriori probabilities in transition-based speech recognition (1996) (22)
Spectro-temporal features for noise-robust speech recognition using power-law nonlinearity and power-bias subtraction (2013) (20)
Workshop on spoken language understanding (1992) (20)
Opportunities and challenges of parallelizing speech recognition (2010) (20)
Hooking up spectro-temporal filters with auditory-inspired representations for robust automatic speech recognition (2012) (19)
Probability estimation by feed-forward networks in continuous speech recognition (1991) (19)
Using spectro-temporal features to improve AFE feature extraction for ASR (2010) (19)
Combined speech and speaker recognition with speaker-adapted connectionist models (1999) (18)
Towards handling the acoustic environment in spoken language processing (1992) (18)
Tonotopic multi-layered perceptron: a neural network for learning long-term temporal features for speech recognition (2005) (17)
Improved MLP structures for data-driven feature extraction for ASR (2005) (17)
CNS-1 Architecture Specification (1993) (17)
Factoring Networks by a Statistical Method (1992) (17)
The blame game in meeting room ASR: An analysis of feature versus model errors in noisy and mismatched conditions (2013) (16)
Statistical Inference in Multilayer Perceptrons and Hidden Markov Models with Applications in Continuous Speech Recognition (1989) (16)
Using simulations of reduced precision arithmetic to design a neuro-microprocessor (1993) (16)
SPERT: a VLIW/SIMD microprocessor for artificial neural network computations (1992) (16)
A supercomputer for neural computation (1994) (16)
Stochastic perceptual models of speech (1995) (15)
A training algorithm for statistical sequence recognition with applications to transition-based speech recognition (1996) (15)
Sooner or later: exploring asynchrony in multi-band speech recognition (1999) (15)
Stochastic perceptual speech models with durational dependence (1996) (14)
SPERT-II: a vector microprocessor system and its application to large problems in backpropagation training (1995) (14)
INCORPORATING TANDEM/HATS MLP FEATURES INTO SRI'S CONVERSATIONAL SPEECH RECOGNITION SYSTEM (2004) (14)
Longer Features: They do a speech detector good (2012) (12)
Audio segmentation for meetings speech processing (2008) (12)
Continuous speech recognition on the resource management database using connectionist probability estimation (1990) (12)
Designing A Connectionist Network Supercomputer (1993) (11)
REMAP-experiments with speech recognition (1996) (11)
Improving ASR Performance For Reverberant Speech (1997) (11)
Deep vs. wide: depth on a budget for robust speech recognition (2013) (11)
Hybrid Connectionist Models For Continuous Speech Recognition (1996) (11)
Corrected tandem features for acoustic model training (2008) (10)
Reducing errors by increasing the error rate: MLP Acoustic Modeling for Broadcast News Transcription (1999) (10)
RAP: a ring array processor for multilayer perceptron applications (1990) (10)
Fusion Strategies for Robust Speech Recognition and Keyword Spotting for Channel- and Noise-Degraded Speech (2016) (10)
Connectionist Speech Recognition: Status and Prospects (1991) (9)
Far-field ASR on inexpensive microphones (2003) (9)
Connectionist Approaches to the Use of Markov Models for Speech Recognition (1990) (9)
Modeling dynamics in connectionist speech recognition - the time index model (1994) (9)
Noise resistant auditory model for parametrization of speech (1997) (8)
Statistical Pattern Classification (1994) (8)
Neural networks for statistical inference: Generalizations with applications to speech recognition (1991) (8)
Connectionist gender adaptation in a hybrid neural network / hidden Markov model speech recognition system (1992) (8)
Digit recognition with stochastic perceptual speech models (1995) (8)
Big dumb neural nets: a working brute force approach to speech recognition (1994) (8)
Pushing the Envelope – Aside : Beyond the Spectral Envelope as the Fundamental Representation for Speech Recognition (2008) (7)
Speech recognition technology (2002) (7)
Software for ANN Training on a Ring Array Processor (1991) (7)
Temporal Signal Processing for ASR (1999) (7)
Neural Networks in Automatic Speech Recognition (2000) (7)
Neural Networks for Signal Processing VII Proceeding of the 1997 IEEE Workshop (1998) (6)
Transfer Learning for Tandem ASR Feature Extraction (2007) (6)
The Ring Array Processor ( RAP ) : Algorithms and Architecture (1990) (6)
A new training algorithm for hybrid HMM/ANN speech recognition systems (1996) (6)
Detecting Institutional Dialog Acts in Police Traffic Stops (2018) (6)
Phonetic context in hybrid HMM/MLP continuous speech recognition (1991) (6)
Easy does it: Robust spectro-temporal many-stream ASR without fine tuning streams (2012) (6)
Supervised and unsupervised clustering of the speaker space for connectionist speech recognition (1993) (6)
Combining Neural Networks And Hidden Markov Models For Continuous Speech Recognition (1992) (6)
Speaker Verification: A Quick Overview (1998) (5)
SCALING UP: LEARNING LARGE-SCALE RECOGNITION METHODS FROM SMALL-SCALE RECOGNITION TASKS (2004) (5)
Long-Term Temporal Features for Conversational Speech Recognition (2004) (5)
Phone Recognition for Mixed Speech Signals : Comparison of Human Auditory Cortex and Machine Performance (2015) (5)
Neurocomputing on the RAP (1992) (5)
Parallel training of MLP probability estimators for speech recognition: a gender-based approach (1994) (5)
A multiband approach to automatic speech recognition (1998) (5)
Syllable‐based speech recognition using auditorylike features (1999) (4)
Context-Dependent Connectionist Probability Estimation in a Hybrid HMM-Neural Net Speech Recognition (1994) (4)
SPERT: a neuro-microprocessor (1995) (4)
Integrating Experimental Models of Syntax, Phonology, and Accent/Dialect in a Speech Recognizer (1994) (4)
Scaling down: applying large vocabulary hybrid HMM-MLP methods to telephone recognition of digits and natural numbers (1995) (4)
Modeling Consistency in a Speaker Independent Continuous Speech Recognition System (1992) (4)
WHAT'S WRONG WITH AUTOMATIC SPEECH RECOGNITION (ASR) AND HOW CAN WE FIX IT? (2013) (4)
The T0 Vector Microprocessor (2011) (4)
Improving statistical speech recognition (1992) (4)
The Parallel Computing Laboratory at U . C . (2008) (3)
Informative spectro-temporal bottleneck features for noise-robust speech recognition (2013) (3)
Erratum to: "Effects of speaking rate and word frequency on pronunciations in convertional speech": [Speech Communication 29 (1999) 137-158] (2000) (3)
Show What You Know: Musings on the Reporting of Negative Results in Speech Recognition Research (2003) (3)
on Speech Recognition and Understanding , Part 2 (2009) (3)
Perceptually-based coding for root LPC synthesis (1982) (3)
Using a Million Connections for Continuous Speech Recognition (1994) (3)
Automatic data selection for MLP-based feature extraction for ASR (2005) (3)
Connectionist Optimisation of Tied Mixture Hidden Markov Models (1991) (3)
PROBABILITY ESTIMATION IN THE DECIPHER SPEECH RECOGNITION SYSTEM (1992) (3)
Hill-climbing feature selection for multi-stream ASR (2009) (3)
Simultaneous Speech and Speaker Recognition Using Hybrid Architecture (1999) (3)
Books on Telecommunications: Reviews and New Releases: Speech and Audio Signal Processing John Wiley & Sons, Inc. 1999 (2000) (3)
The Cepstrum as a Spectral Analyzer (2011) (2)
The Auditory System as a Filter Bank (2011) (2)
Brief History of Automatic Speech Recognition (2011) (2)
Speech activity detection: An economics approach (2013) (2)
Experiments with temporal resolution for continuous speech recognition with multi-layer perceptrons (1991) (2)
SmartKom-English: From Robust Recognition to Felicitous Interaction (2006) (2)
Speech recognition: pattern matching (1998) (2)
Spert-II: A Vector Microprocessor (1996) (2)
Applications of neural networks to speech recognition (1997) (2)
Automatic Speech Recognition (2011) (2)
Connectionist techniques (1997) (2)
Acoustic subword models in the berkeley restaurant project (1992) (2)
Copernicus and the Asr Challenge | W Aiting for Kepler | 1. Thoughts on Asr Research 1.1. Asr and the History O F Astronomy When Copernicus (1998) (2)
Discriminative training for hierarchical clustering in speaker diarization (2010) (2)
s Multiple-State Context-Dependent Phonetic Modeling with MLP (1992) (2)
Development of a Connectionist Network Supercomputer (1993) (2)
Shining Bright: The Golden Era of Signal Processing (2011) (1)
RETRACTED: Toward a many-stream framework of cortically-inspired spectro-temporal modulation features for automatic speech recognition (2010) (1)
Musical Instrument Acoustics (2011) (1)
The Hybrid HMM/MLP Approach (1994) (1)
Artificial Neural Networks (1990) (1)
Biologically inspired methods for robust automatic speech recognition ) (2012) (1)
Development of a 16-kb/s speech codec for telephone applications (1986) (1)
Speech Recognition, Automatic (2006) (1)
1997 IEEE Workshop on Neural Networks for Signal Processing VII (1998) (1)
Feature Extraction for ASR (2011) (1)
Speech Recognition Using ANNs (1994) (1)
6 Automatic Speech Recognition : An Auditory Perspective (1)
Feature Extraction by MLP (1994) (1)
Robust Multi-Pitch Tracking : a trained classifier based approach (2016) (1)
Proceedings of the 1999 DARPA Broadcast News Workshop (1999) (1)
A CTS TASK FOR MEANINGFUL FAST-TURNAROUND EXPERIMENTS (2015) (1)
Multistream network feature processing for a distributed speech recognition system (2007) (1)
04-58 TOWARDS USING HIERARCHICAL POSTERIORS FOR FLEXIBLE AUTOMATIC SPEECH RECOGNITION SYSTEMS (2004) (1)
Speech Analysis and Synthesis Overview (2011) (1)
When a mismatch can be good: large vocabulary speech recognition trained with idealized tandem features (2008) (1)
Human Speech Recognition (2011) (1)
Rasta-plp Speech Analysis Hynek Hermansky (1991) (1)
Synthetic Audio: A Brief History (2011) (0)
Simulation of Reduced Precision Arithmetic for Digital Neural Networks Using the RAP Machine (1991) (0)
Context-Dependent MLPs (1994) (0)
Statistical Inference in MLPs (1994) (0)
MOA-2007-BLG-387Lb light curve I band (Batista+, 2011) (2011) (0)
Discriminant Acoustic Probability Estimation (2011) (0)
Speech Recognition and Understanding (2011) (0)
Impact of Signal Processing and of Our Work (2010) (0)
ROBUST FEATURES AND ENVIRONMENTALCOMPENSATION : A FEW COMMENTSNelson (1997) (0)
Digital Filters and Discrete Fourier Transform (2011) (0)
Cross-validation in MLP Training (1994) (0)
42. Speaker Diarization (2011) (0)
INTEGRATING NEURAL NETWORKS INTO COMPUTER SPEECH RECOGNITION SYSTEMS (0)
A Supercomputer for Neural (1994) (0)
Kernel optimization for support vector machines: application to speaker verification (2006) (0)
Chapter 6 Introduction to Speech and Multimedia Applications in the Par Lab (2013) (0)
Low‐Rate Vocoders (2011) (0)
Accelerator Systems for Neural Networks, Speech, and Related Applications. (1995) (0)
Speech Data Modeling at Ws96 : the Questionable Parameter Group (0)
On Neural Phone Recognition of Mixed-Source ECoG Signals (2019) (0)
Acoustic Model Training: Further Topics (2011) (0)
8. Pattern Classification (2011) (0)
Some Aspects of Computer Music Synthesis (2011) (0)
Final System Overview (1994) (0)
Speech‐Recognition Overview (2011) (0)
Connectionist acoustic word models (1992) (0)
Training Hardware and Software (1994) (0)
H CONNECTIONIST GENDER ADAPTATION IN A YBRID NEURAL NETWORK / HIDDEN MARKOV MODEL (1992) (0)
Medium‐Rate and High‐Rate Vocoders (2011) (0)
6. Digital Signal Processing (2011) (0)
Statistical Sequence Recognition (2011) (0)
Hidden Markov Models (1994) (0)
HMM/MLP and Predictive Models (1994) (0)
Experiments Towards the Creation of a Synthetic Dramatic Actor (2012) (0)
13. Room Acoustics (2011) (0)
41. Speaker Verification (2011) (0)
Music Signal Analysis (2011) (0)
Deterministic Sequence Recognition for ASR (2011) (0)
Development of a Connectionist Network Supercomputer1 (1993) (0)
Spectro-Temporal Bottleneck Features for Noise-Robust Speech Recognition (2013) (0)
Statistical Model Training (2011) (0)
Perceptual Audio Coding (2011) (0)
Linguistic Categories for Speech Recognition (2011) (0)
30. Speech Synthesis (2011) (0)
8 Features Based on Auditory Physiology and Perception (2012) (0)
39. Source Separation (2011) (0)
Artificial neural networks: electronic implementations—an introduction (1990) (0)
38. Music Retrieval (2011) (0)
17. Speech Perception (2011) (0)
Scalin Down: Applying Large Vocabulary Recognition of Digits and Natural Numbers Hybri 8 HMM-MLP Methods to Telephone (1995) (0)
New Honor, New Initiatives, and New Impact to Come (2011) (0)
Speech recognition: feature extraction (1998) (0)
A Study of Computational Requirements for Problems in Pattern Recognition. (1995) (0)
Analysis and detection of Spanish-accented English (1996) (0)
Speaker Verification a Quick Overview Speaker Verification a Quick Overview (1998) (0)
Acoustic Tube Modeling of Speech Production (2011) (0)
1 Using Surface-Learning to improve Speech Recognition with Lipreading (2009) (0)
Synthesis and Coding (2011) (0)
IMPROVING ASR PERFORMANCE FORREVERBERANT (1997) (0)

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What Schools Are Affiliated With Nelson Morgan?

Nelson Morgan is affiliated with the following schools:

University of California, Berkeley

Nelson Morgan's Academic­Influence.com Rankings

Nelson Morgan's Degrees

Why Is Nelson Morgan Influential?

Nelson Morgan's Published Works

Published Works

What Schools Are Affiliated With Nelson Morgan?

Nelson Morgan's AcademicInfluence.com Rankings