Computationally Efficient Cepstral Domain Feature Compensation
スポンサーリンク
概要
- 論文の詳細を見る
In this letter, we propose a novel approach to feature compensation performed in the cepstral domain. Processing in the cepstral domain has the advantage that the spectral correlation among different frequencies is taken into consideration. By introducing a linear approximation with diagonal covariance assumption, we modify the conventional log-spectral domain feature compensation technique to fit to the cepstral domain. The proposed approach shows significant improvements in the AURORA2 speech recognition task.
- (社)電子情報通信学会の論文
- 2009-01-01
著者
-
KIM Nam
School of Electrical and Computer Engineering, Chungbuk National University
-
Han Chang
Seoul National Univ. Seoul Kor
-
Han Chang
School Of Electrical Engineering And The Institute Of New Media And Communications Seoul National Un
-
LIM Woohyung
School of Electrical Engineering and the Institute of New Media and Communications, Seoul National U
-
Lim Woohyung
School Of Electrical Engineering And The Institute Of New Media And Communications Seoul National Un
-
Kim Nam
School Of Electrical Engineering And The Institute Of New Media And Communications Seoul National Un
-
Kim Nam
School Of Electrical And Computer Engineering Chungbuk National University
-
Kim Nam
School Of Electrical And Computer Engineering Chungbuk National Univ.
-
HAN Chang
School of Electrical Engineering and the INMC, Seoul National University
関連論文
- Two-Dimensional Electrophoretic Analysis of Radio Frequency Radiation-Exposed MCF7 Breast Cancer Cells
- Feature Compensation with Model-Based Estimation for Noise Masking(Speech and Hearing)
- Computationally Efficient Cepstral Domain Feature Compensation
- On Detecting Target Acoustic Signals Based on Non-negative Matrix Factorization
- Improved Frame Mode Selection for AMR-WB+ Based on Decision Tree
- Estimation of Phone Mismatch Penalty Matrices for Two-Stage Keyword Spotting
- Implementation of HMM-Based Human Activity Recognition Using Single Triaxial Accelerometer
- Speech Enhancement Based on Perceptually Comfortable Residual Noise(Multimedia Systems for Communications)
- Study of Prominence Detection Based on Various Phone-Specific Features
- Frame Splitting Scheme for Error-Robust Audio Streaming over Packet-Switching Networks
- Three-Dimensional Display System Based on Integral Imaging with Viewing Direction Control
- Depth Discrimination Enhanced Computational Integral Imaging Using Random Pattern Illumination
- Speech Enhancement Based on Data-Driven Residual Gain Estimation
- Analysis of the Cellular Stress Response in MCF10A Cells Exposed to Combined Radio Frequency Radiation
- Outlier Detection and Removal for HMM-Based Speech Synthesis with an Insufficient Speech Database
- Spectral Magnitude Adjustment for MCLT-Based Acoustic Data Transmission
- Statistical Approaches to Excitation Modeling in HMM-Based Speech Synthesis