Discriminating between mothers' infant- and adult-directed speech: Cross-linguistic generalizability from Japanese to Italian and German.

Discriminating between mothers' infant- and adult-directed speech: Cross-linguistic generalizability from Japanese to Italian and German.
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DOI:
10.1016/j.neures.2017.10.008
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发表时间:
2018-08
影响因子:
2.9
通讯作者:
Shinohara K
Shinohara K
中科院分区:
医学4区
文献类型:
--
作者:
Sulpizio S;Kuroda K;Dalsasso M;Asakawa T;Bornstein MH;Doi H;Esposito G;Shinohara K

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本工作的目的是对区分婴儿(IDS)和成人(ADS)的算法进行跨语言推广。ID是母亲与婴儿交流的方式;它是一种普遍的交流属性,有一些跨语言的差异。实现了一个机器算法,通过使用Mel频率倒谱系数和隐马尔可夫模型来区分日语中的入侵检测和广告。我们将原始算法应用于另外两种与日语有很大不同的语言-意大利语和德语-然后在意大利语和德语的入侵检测和广告数据库上测试了该算法。我们的结果表明:首先,与现有文献一致,入侵检测系统是以类似的方式跨语言实现的;其次,该算法在两种语言中都表现得很好,与报道的日语算法相近。讨论了该算法的意义。
The aim of the present work was a cross-linguistic generalization of algorithm for discriminating infant- (IDS) vs. adult-directed speech (ADS). IDS is the way in which mothers communicate with infants; it is a universal communicative property, with some cross-linguistic differences. implemented a machine algorithm that, by using a mel-frequency cepstral coefficient and a hidden Markov model, discriminated IDS from ADS in Japanese. We applied the original algorithm to two other languages that are very different from Japanese – Italian and German – and then tested the algorithm on Italian and German databases of IDS and ADS. Our results showed that: First, in accord with the extant literature, IDS is realized in a similar way across languages; second, the algorithm performed well in both languages and close to that reported for Japanese. The implications for the algorithm are discussed.
DOI: 10.1111/1468-5884.00120
发表时间: 1999-11-01
影响因子: 0.8
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