Promoting Access to White Rose Research Papers Singing Synthesis with an Evolved Physical Model

Promoting Access to White Rose Research Papers Singing Synthesis with an Evolved Physical Model
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通讯作者:
Crispin H. V. Cooper;D. Murphy;D. Howard;A. Tyrrell
Crispin H. V. Cooper;D. Murphy;D. Howard;A. Tyrrell
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作者:
Crispin H. V. Cooper;D. Murphy;D. Howard;A. Tyrrell

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-描述了人类声道的二维物理模型。这样的系统保证了在语音和歌唱合成中增加现实主义和控制力。然而,即使使用医学成像技术,描述使用时声道形状的参数也不容易获得,因此将遗传算法(GA)应用于该模型以找到合适的构型。这种方法可以产生逼真的声音。对这些进行了分析,并提供了该技术的可靠性(收敛性质)。
—A two-dimensional physical model of the human vocal tract is described. Such a system promises increased realism and control in the synthesis of both speech and singing. However, the parameters describing the shape of the vocal tract while in use are not easily obtained, even using medical imaging techniques, so instead a genetic algorithm (GA) is applied to the model to find an appropriate configuration. Realistic sounds are produced by this method. Analysis of these, and the reliability of the technique (convergence properties) is provided.