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Dive into the research topics where JaeYeol Rheem is active.

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Featured researches published by JaeYeol Rheem.


international symposium on circuits and systems | 1994

A discriminative training algorithm for predictive neural network models

Kyungmin Na; JaeYeol Rheem; Souguil Ann

Predictive neural network models are powerful speech recognition models based on a nonlinear pattern prediction. Those models, however, suffer from poor discrimination between acoustically similar speech signals. In this paper, we propose a new discriminative training algorithm for predictive neural network models based on the generalized probabilistic descent (GPD) algorithm and the minimum classification error formulation. The proposed algorithm allows direct minimization of a recognition error rate. Evaluation of our training algorithm on Korean digits shows its effectiveness by 30% reduction of recognition error.<<ETX>>


한국소음진동공학회 국제학술발표논문집 | 1994

DYNAMICALLY LOCALIZED SELF-ORGANIZING MAP MODEL FOR SPEECH RECOGNITION

KyungMin Na; JaeYeol Rheem; Souguil Ann


conference of the international speech communication association | 1997

A nonstationary autoregressive HMM and its application to speech enhancement.

Ki Yong Lee; JaeYeol Rheem


Lecture Notes in Computer Science | 2003

GMM based on local Fuzzy PCA for speaker identification

JongJoo Lee; JaeYeol Rheem; Ki Yong Lee


Archive | 2002

ROBUST INCREMENTAL ADAPTATION OF GMM IN SPEAKER RECOGNITION

JaeYeol Rheem; JongJoo Lee; Ki Yong Lee


한국소음진동공학회 국제학술발표논문집 | 1994

A GPD-BASED DISCRIMINATIVE TRAINING ALGORITHM FOR PREDICTIVE NEURAL NETWORK MODELS

KyungMin Na; JaeYeol Rheem; Souguil Ann


conference of the international speech communication association | 1994

Minimum-error-rate training of predictive neural network models.

Kyungmin Na; JaeYeol Rheem; Souguil Ann


The Journal of the Acoustical Society of Korea | 1994

A New Speech Recognition Model : Dynamically Localized Self-organizing Map Model

Kyungmin Na; JaeYeol Rheem; Souguil Ann


The Journal of the Acoustical Society of Korea | 1994

Discriminative Training of Predictive Neural Network Models

Kyungmin Na; JaeYeol Rheem; Souguil Ann


conference of the international speech communication association | 1992

Robust estimation of time-varying LP parameters on speech.

Ki Yong Lee; P. Ha; JaeYeol Rheem; Souguil Ann; I. Song

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Souguil Ann

Seoul National University

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Ki Yong Lee

Seoul National University

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Kyungmin Na

Seoul National University

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