Robust ASR using Support Vector Machines
Speech Communication
Segmentation of specific speech signals from multi-dialog environment using SVM and wavelet
Pattern Recognition Letters
Segmentation and recognition of motion capture data stream by classification
Multimedia Tools and Applications
Bird species recognition using support vector machines
EURASIP Journal on Applied Signal Processing
Support vector machines based on K-means clustering for real-time business intelligence systems
International Journal of Business Intelligence and Data Mining
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
EURASIP Journal on Audio, Speech, and Music Processing
SVMs for automatic speech recognition: a survey
Progress in nonlinear speech processing
Consensus-based distributed linear support vector machines
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Study on multi-label text classification based on SVM
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Continuous Malayalam speech recognition using Hidden Markov Models
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Consensus-Based Distributed Support Vector Machines
The Journal of Machine Learning Research
Utilizing intelligent segmentation in isolated word recognition using a hybrid HTD-HMM
CISST '11 Proceedings of the 5th WSEAS international conference on Circuits, systems, signal and telecommunications
Journal of Network and Computer Applications
A simplified multi-class support vector machine with reduced dual optimization
Pattern Recognition Letters
SVM-Enabled voice activity detection
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Speech event detection using support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Probabilistic outputs for twin support vector machines
Knowledge-Based Systems
Video search and indexing with reinforcement agent for interactive multimedia services
ACM Transactions on Embedded Computing Systems (TECS) - Special issue on embedded systems for interactive multimedia services (ES-IMS)
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Information Sciences: an International Journal
Continuous speech recognition using linear dynamic models
International Journal of Speech Technology
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Recent work in machine learning has focused on models, such as the support vector machine (SVM), that automatically control generalization and parameterization as part of the overall optimization process. In this paper, we show that SVMs provide a significant improvement in performance on a static pattern classification task based on the Deterding vowel data. We also describe an application of SVMs to large vocabulary speech recognition and demonstrate an improvement in error rate on a continuous alphadigit task (OGI Alphadigits) and a large vocabulary conversational speech task (Switchboard). Issues related to the development and optimization of an SVM/HMM hybrid system are discussed.