Isip 2000 Conversational Speech Evaluation System (2000)
R. Sundaram, A. Ganapathiraju, J. Hamaker, J. Picone
In this paper, we describe the ISIP Automatic Speech Recognition system (ISIP-ASR) used for the Hub-5 2000 English evaluations. The system is a public domain cross-word context-dependent HMM based...
Hybrid SVM/HMM Architectures for Speech Recognition (2000)
A. Ganapathiraju, J. Hamaker, J. Picone
In this paper, we describe the use of a powerful machine learning scheme, Support Vector Machines (SVM), within the framework of hidden Markov model (HMM) based speech recognition. The hybrid SVM/HMM...
Scenic Beauty Estimation Using Independent Component Analysis And Support Vector Machines (1999)
X. Zhang, V. Ramani, Z. Long, Y. Zeng, A. Ganapathiraju, J. Picone
The objective in the Scenic Beauty Estimation (SBE) problem is to develop an automatic classification algorithm that matches human subjective ratings. Algorithms such as Principal Components Analysis...
Decision Tree-Based State Tying For Acoustic Modeling (1970)
J. Zhao, X. Zhang, A. Ganapathiraju, N. Deshmukh, J. Picone
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 2. INTRODUCTION. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ....