语音压缩中语音信号的自仿射建模

K. Anandakumar, S. Kassam
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引用次数: 0

摘要

我们考虑基于小波的语音信号自仿射建模用于语音压缩。我们提出两种方法。在第一种方法中,考虑对语音信号本身的表示进行自仿射建模。在第二种方法中,将自仿射建模应用于线性预测器的语音激励表示。在这两种方法中,通过使用因果域池避免了由于建模误差而导致的重构误差传播。我们将所提出的方案与GSM 06.10标准的性能进行了比较。
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Self-affine modeling of speech signal in speech compression
We consider wavelet-based self-affine modeling of speech signals for speech compression. We propose two approaches. In the first approach, the self-affine modeling is considered for the representation of speech signal itself. In the second approach, the self-affine modeling is applied for the representation of speech excitation of a linear predictor. In both approaches, error propagation at reconstruction due to the modeling error is avoided by using a causal domain pool. We compare the performance of proposed schemes with that of the GSM 06.10 standard.
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