The Experts below are selected from a list of 318 Experts worldwide ranked by ideXlab platform

Hynek Hermansky - One of the best experts on this subject based on the ideXlab platform.

  • Effect of Filter Bandwidth and spectral sampling rate of analysis Filterbank on automatic phoneme recognition
    2013 IEEE International Conference on Acoustics Speech and Signal Processing, 2013
    Co-Authors: Feipeng Li, Hynek Hermansky
    Abstract:

    In this study we investigate the effect of Filter Bandwidth and spectral sampling rate of analysis Filterbank for speech recognition. Two experiments are conducted to evaluate the performance of an automatic phoneme recognition system on clean speech and speech in noise as the Filter Bandwidth increases from 0.5 to 3.5 ERB and the spectral resolution changes from 1, 1.5, 2, 3, 4, to 6 samples per Bark. Results indicate that the optimum Filter Bandwidth varies for different speech sounds at different frequency ranges. A spectral sampling of 4 Filters per Bark with the Filter Bandwidth being ≈ 1 ERB produces the best performance on average.

  • ICASSP - Effect of Filter Bandwidth and spectral sampling rate of analysis Filterbank on automatic phoneme recognition
    2013 IEEE International Conference on Acoustics Speech and Signal Processing, 2013
    Co-Authors: Hynek Hermansky
    Abstract:

    In this study we investigate the effect of Filter Bandwidth and spectral sampling rate of analysis Filterbank for speech recognition. Two experiments are conducted to evaluate the performance of an automatic phoneme recognition system on clean speech and speech in noise as the Filter Bandwidth increases from 0.5 to 3.5 ERB and the spectral resolution changes from 1, 1.5, 2, 3, 4, to 6 samples per Bark. Results indicate that the optimum Filter Bandwidth varies for different speech sounds at different frequency ranges. A spectral sampling of 4 Filters per Bark with the Filter Bandwidth being ≈ 1 ERB produces the best performance on average.

Jichai Jeong - One of the best experts on this subject based on the ideXlab platform.

Sung Kee Kim - One of the best experts on this subject based on the ideXlab platform.

S A Jabar - One of the best experts on this subject based on the ideXlab platform.

Jaehoon Lee - One of the best experts on this subject based on the ideXlab platform.