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A New Strategy of Formant Tracking Based on Dynamic Programming

机译:基于动态规划的共振峰跟踪新策略

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This paper describes a new method for estimating formant frequencies. It operates in two phases. The first phase, which is similar to a technique developed by Talkin [JASA, vol. 82, S1], finds optimal formant track estimates by imposing frequency continuity constraints using Dynamci Programming (DP). DP is used to select a mapping of candidate frequencies to formant frequencies in oral sonorant regions based on the minimum cost from all possible mappings. The second phase performs a series of postprocessing steps to make formant estiamtes more robust and accurate and extends the formant estiamtes into nasal and obstruent regions. Performance statistics comparing the formants obtained with this technique with a set of reference formants using 34 sentences randomly selected from the TIMIT database shwos our algorithm gives excellent results when he formants are among the candidate frequencies.
机译:本文介绍了一种估计共振峰频率的新方法。它分两个阶段运行。第一阶段,类似于Talkin [JASA,vol。 82,S1],通过使用Dynamci编程(DP)施加频率连续性约束,找到最优的共振峰轨道估计。 DP用于根据所有可能的映射中的最低成本来选择候选频率到口腔共振峰区域中共振峰频率的映射。第二阶段执行一系列后处理步骤,以使共振峰的轮廓更加坚固和准确,并将共振峰的轮廓扩展到鼻腔和阻塞区域。性能统计将使用此技术获得的共振峰与一组参考共振峰进行比较,这些共振峰使用从TIMIT数据库中随机选择的34个句子显示。当共振峰处于候选频率中时,我们的算法给出了出色的结果。

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