Comparisons between Japanese and English prosodics have usually either focused on the strikingly apparent phonetic differences between the stress patterns of English and the tonal accent patterns of Japanese or concentrated upon formal similarities between the abstract arrangements of the stresses and tones. A recent investigation of tone structure in Japanese (Pierrehumbert & Beckman forthcoming), however, has convinced us that if the proper prosodic phenomena are compared, far more pervasive similarities can be discovered and of a much more concrete sort than hitherto suspected. In particular, there is now extensive evidence that Japanese tonal patterns are very sparsely specified, which suggests that they are much more similar to English intonational structures than earlier descriptions would have allowed.

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In learning to perceive and produce speech, children master complex language-specific patterns. Daunting language-specific variation is found both in the segmental domain and in the domain of prosody and intonation. This article reviews the challenges posed by results in phonetic typology and sociolinguistics for the theory of language acquisition. It argues that categories are initiated bottom-up from statistical modesin use of the phonetic space, and sketches how exemplar theory can be used to model the updating of categories once they are initiated. It also argues that bottom-upinitiation of categories is successful thanks to the perceptionproduction loop operating in the speech community. The behavior of this loop means that the superficial statistical properties of speech available to the infant indirectly reflect the contrastiveness and discriminability of categories in the adult grammar. The article also argues that the developing system is refined using internal feedback from type statistics over the lexicon, once the lexicon is well-developed. The application of type statistics to a system initiated with surface statistics does not cause a fundamental reorganization of the system. Instead, it exploits confluences across levels of representation which characterize human language and make bootstrapping possible.

several anonymous reviewers, and the many audiences who have heard parts of this work at conferences and colloquia.

BackgroundZipf's discovery that word frequency distributions obey a power law established parallels between biological and physical processes, and language, laying the groundwork for a complex systems perspective on human communication. More recent research has also identified scaling regularities in the dynamics underlying the successive occurrences of events, suggesting the possibility of similar findings for language as well.Methodology/Principal FindingsBy considering frequent words in USENET discussion groups and in disparate databases where the language has different levels of formality, here we show that the distributions of distances between successive occurrences of the same word display bursty deviations from a Poisson process and are well characterized by a stretched exponential (Weibull) scaling. The extent of this deviation depends strongly on semantic type – a measure of the logicality of each word – and less strongly on frequency. We develop a generative model of this behavior that fully determines the dynamics of word usage.Conclusions/SignificanceRecurrence patterns of words are well described by a stretched exponential distribution of recurrence times, an empirical scaling that cannot be anticipated from Zipf's law. Because the use of words provides a uniquely precise and powerful lens on human thought and activity, our findings also have implications for other overt manifestations of collective human dynamics.

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In English, the alignment of intonation peaks with their syllables exhibits a great deal of contextually governed variation. Understanding this variation is of theoretical interest, and modeling it correctly is important for good quality intonation synthesis. An experimental study of the alignment of prenuclear accent peaks with their associated syllables will be described. Two speakers produced repetitions of names of the form “Ma Lemm,” “Mom LeMann,” “Mamalie Lemonick,” and “Mama Lemonick,” with all combinations of the four first names and three surnames. Segmental durations and the F0 peak location in the first name were measured. Results show that although both speaking rate and prosodic context affect syllable duration, they exert different influences on peak alignment. Specifically, when a syllable is lengthened by a word boundary (e.g., Ma Le Man versus Mama Lemm) or stress clash (e.g., Ma Lemm), the peak falls disproportionately earlier in the vowel. This seems to be related to the syllable-internal durational patterns. It is concluded that rules for generating phonetic details from phonological structure must access information about the upcoming prosodic context.