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Evaluation of a new model for vowels synthesis with perturbations in acoustic parameters

机译:具有声学参数扰动的元音合成新模型的评估

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Voice signal contains intrinsic irregularities which become more evident in the presence of pathologies. The acoustic parameters are very useful for the clinical assessment of voice and pathologies detection. Most existing voice models handle irregularities as additive noise and not as information carriers. In this work, a new model is proposed allowing to generate synthesized voices with previously selected acoustical parameters shimmer and jitter. Artificial voices are generated from a glottal source signal, obtained by conveniently disturbing amplitudes and periods, and then filtered using an auto-regressive linear filter. Models were developed for amplitude and period perturbations based on statistical methods. Several signals were generated and the performance of the model was analyzed. The quality of synthesized voices was evaluated using an objective quality measurement. The obtained jitter and shimmer values mostly agreed with the theoretically predicted values. These results suggest that this model is useful for artificial voices generation
机译:语音信号包含固有的不规则性,这种不规则性在存在病理情况下变得更加明显。声学参数对于语音和病理检测的临床评估非常有用。现有的大多数语音模型将不规则性作为附加噪声而不是信息载体来处理。在这项工作中,提出了一个新模型,该模型可以生成具有先前选择的声学参数(微光和抖动)的合成语音。人工声音是从声门源信号生成的,通过方便地扰动幅度和周期来获得,然后使用自回归线性滤波器进行滤波。基于统计方法开发了振幅和周期扰动模型。生成了几个信号,并分析了模型的性能。使用客观质量测量来评估合成语音的质量。所获得的抖动和闪光值基本上与理论预测值一致。这些结果表明,该模型对于人工语音生成很有用

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