Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Trends in Speech Recognition
A Study of Associative Evidential Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence
A simulation of final stop consonants in speech perception using the bicameral neural network model
ANSS '90 Proceedings of the 23rd annual symposium on Simulation
SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's
Developing a nonsymbolic phonetic notation for speech synthesis
Computational Linguistics
A Neural-Network-Based Approach to Detecting Hyperellipsoidal Shells
Neural Processing Letters
A Modified Version of the K-Means Algorithm with a Distance Based on Cluster Symmetry
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parallel implementation of self-organizing maps
Self-Organizing neural networks
Data Mining and Knowledge Discovery
Extended Self Organizing Feature Map: A Tagged Potential Field Approach
Neural Processing Letters
VLSI Architectures for Neural Networks
IEEE Micro
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Man-Machine Voice Interface Using a Commercially Available Neural Chip
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Spanish Phoneme Classification by Means of a Hierarchy of Kohonen Self-Organizing Maps
TSD '99 Proceedings of the Second International Workshop on Text, Speech and Dialogue
TASOM: The Time Adaptive Self-Organizing Map
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Building an advanced facial expression system
Graphics programming methods
A neural network, speech-based approach to literacy
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
A Modified K-Means Algorithm for Circular Invariant Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Process Monitoring and Modeling Using the Self-Organizing Map
Integrated Computer-Aided Engineering
GAPS: A clustering method using a new point symmetry-based distance measure
Pattern Recognition
Rushes summarization with self-organizing maps
Proceedings of the international workshop on TRECVID video summarization
A taxonomy of Self-organizing Maps for temporal sequence processing
Intelligent Data Analysis
Smart audio access to multimedia information
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
Expert Systems with Applications: An International Journal
Spicules for Unsupervised Learning
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A multimodal self-organizing network for sensory integration of letters and phonemes
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Audio interaction with multimedia information
CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
Neurocomputing
Unsupervised recursive sequence processing
Neurocomputing
Multi-method audio-based retrieval of multimedia information
WSEAS Transactions on Information Science and Applications
ICCOM'10 Proceedings of the 14th WSEAS international conference on Communications
Self-organizing multilayer perceptron
IEEE Transactions on Neural Networks
A comparison of auditory models for speaker independent phoneme recognition
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II
Phonetically-driven CELP coding using self-organizing maps
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II
On computational working memory for speech analysis
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
A SOM based 2500 – isolated – farsi – word speech recognizer
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Convergence rate in intelligent self-organizing feature map using dynamic gaussian function
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Biomimetic Neural Learning for Intelligent Robots
Feedback in multimodal self-organizing networks enhances perception of corrupted stimuli
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
An extended Kohonen phonetic map
Mathematical and Computer Modelling: An International Journal
Expert Systems with Applications: An International Journal
A sample-based hierarchical adaptive K-means clustering method for large-scale video retrieval
Knowledge-Based Systems
Decomposing the global financial crisis: A Self-Organizing Time Map
Pattern Recognition Letters
Self-organized learning by self-enforcing networks
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Letters: Clustering of the Self-Organizing Time Map
Neurocomputing
Ambient intelligence for quality of life assessment
Journal of Ambient Intelligence and Smart Environments - Ambient and Smart Component Technologies for Human Centric Computing
Hi-index | 4.10 |
The factors that make speech recognition difficult are examined, and the potential of neural computers for this purpose is discussed. A speaker-adaptive system that transcribes dictation using an unlimited vocabulary is presented that is based on a neural network processor for the recognition of phonetic units of speech. The acoustic preprocessing, vector quantization, neural network model, and shortcut learning algorithm used are described. The utilization of phonotopic maps and of postprocessing in symbolic forms are discussed. Hardware implementations and performance of the neural networks are considered.