Explaining the PENTA model: a reply to Arvaniti and Ladd

This paper presents an overview of the Parallel Encoding and Target Approximation (PENTA) model of speech prosody, in response to an extensive critique by Arvaniti & Ladd (2009). PENTA is a framework for conceptually and computationally linking communicative meanings to fine-grained prosodic details, based on an articulatory-functional view of speech. Target Approximation simulates the articulatory realisation of underlying pitch targets – the prosodic primitives in the framework. Parallel Encoding provides an operational scheme that enables simultaneous encoding of multiple communicative functions. We also outline how PENTA can be computationally tested with a set of software tools. With the help of one of the tools, we offer a PENTA-based hypothetical account of the Greek intonational patterns reported by Arvaniti & Ladd, showing how it is possible to predict the prosodic shapes of an utterance based on the lexical and postlexical meanings it conveys

Prosodic Focus Within and Across Languages

The fact that purely prosodic marking of focus may be weaker in some languages than in others, and that it varies in certain circumstances even within a single language, has not been commonly recognized. Therefore, this dissertation investigated whether and how purely prosodic marking of focus varies within and across languages. We conducted production and perception experiments using a paradigm of 10-digit phone-number strings in which the same material and discourse contexts were used in different languages. The results demonstrated that prosodic marking of focus varied across languages. Speakers of American English, Mandarin Chinese, and Standard French clearly modulated duration, pitch, and intensity to indicate the position of corrective focus. Listeners of these languages recognized the focus position with high accuracy. Conversely, speakers of Seoul Korean, South Kyungsang Korean, Tokyo Japanese, and Suzhou Wu produced a weak and ambiguous modulation by focus, resulting in a poor identification performance. This dissertation also revealed that prosodic marking of focus varied even within a single language. In Mandarin Chinese, a focused low/dipping tone (tone 3) received a relatively poor identification rate compared to other focused tones (about 77% vs. 91%). This lower identification performance was due to the smaller capacity of tone 3 for pitch range expansion and local dissimilatory effects around tone 3 focus. In Seoul Korean, prosodic marking of focus differed based on the tonal contrast (post-lexical low vs. high tones). The identification rate of high tones was twice as high than that of low tones (about 24% vs. 51%), the reason being that low tones had a smaller capacity for pitch range expansion than high tones. All things considered, this dissertation demonstrates that prosodic focus is not always expressed by concomitant increased duration, pitch, and intensity. Accordingly, purely prosodic marking of focus is neither completely universal nor automatic, but rather is expressed through the prosodic structure of each language. Since the striking difference in focus-marking success does not seem to be determined by any previously-described typological feature, this must be regarded as an indicator of a new typological dimension, or as a function of a new typological space

Data mining Mandarin tone contour shapes

In spontaneous speech, Mandarin tones that belong to the same tone category may exhibit many different contour shapes. We explore the use of data mining and NLP techniques for understanding the variability of tones in a large corpus of Mandarin newscast speech. First, we adapt a graph-based approach to characterize the clusters (fuzzy types) of tone contour shapes observed in each tone n-gram category. Second, we show correlations between these realized contour shape types and a bag of automatically extracted linguistic features. We discuss the implications of the current study within the context of phonological and information theory

Explaining the PENTA mode: A reply to Arvaniti and Ladd (2009)

his paper presents an overview of the Parallel Encoding and Target Approximation (PENTA) model of speech prosody, in response to an extensive critique by Arvaniti & Ladd (2009). PENTA is a framework for conceptually and computationally linking communicative meanings to fine-grained prosodic details, based on an articulatory-functional view of speech. Target Approximation simulates the articulatory realisation of underlying pitch targets – the prosodic primitives in the framework. Parallel Encoding provides an operational scheme that enables simultaneous encoding of multiple communicative functions. We also outline how PENTA can be computationally tested with a set of software tools. With the help of one of the tools, we offer a PENTA-based hypothetical account of the Greek intonational patterns reported by Arvaniti & Ladd, showing how it is possible to predict the prosodic shapes of an utterance based on the lexical and postlexical meanings it conveys

From communicative functions to prosodic forms

This is a proposal in favour of proceeding from communicative function to linguistic form, rather than the reverse, for an insightful account of how humans communicate by speech in languages. A functional framework is developed that encompasses argumentation structures, declarative and interrogative functions, and expressive intensification. Such a function orientation can become a powerful tool in comparative prosodic research across the world's languages. The potential of this approach is shown by comparing the prosodic form of Mandarin Chinese data collected in functionally contextualized scenarios with corresponding data from English and German

Negative vaccine voices in Swedish social media

Vaccinations are one of the most significant interventions to public health, but vaccine hesitancy creates concerns for a portion of the population in many countries, including Sweden. Since discussions on vaccine hesitancy are often taken on social networking sites, data from Swedish social media are used to study and quantify the sentiment among the discussants on the vaccination-or-not topic during phases of the COVID-19 pandemic. Out of all the posts analyzed a majority showed a stronger negative sentiment, prevailing throughout the whole of the examined period, with some spikes or jumps due to the occurrence of certain vaccine-related events distinguishable in the results. Sentiment analysis can be a valuable tool to track public opinions regarding the use, efficacy, safety, and importance of vaccination

Prosodic Realization of Focus in Bilingual Production of Southern Min and Mandarin

Previously post-focus compression (PFC) - the lowering of fundamental frequency (F0) and intensity of post-focal words to below those of the same words in identical sentences with neutral focus - was found in Beijing Mandarin but not in Taiwan Southern Min and Taiwan Mandarin. This study investigated whether the presence of PFC would vary with age and language use of societal bilinguals of Southern Min and Mandarin. Three groups of bilingual speakers of Quanzhou Southern Min and Mandarin, age around 20, 40 and 60, were examined for their prosodic realization of focus. All the speakers acquired Southern Min first, followed by Mandarin in childhood, but the younger speakers used more Mandarin than the older speakers. Comparisons of duration, intensity and F0 in focused, prefocus and post-focus words indicated that all groups produced Taiwan-like focus, i.e., without PFC, in Southern Min, but the youngest group produced Beijing-like PFC in Mandarin. These findings reveal that increased language experience, such as greater amount of second language (L2) use, correlates with increased ability to produce native-like PFC in L2, suggesting that PFC can be used as an indicator in assessing L2 speech acquisition

Prosody of Focus and Contrastive Topic in K'iche'

This paper discusses the findings of an experimental study about the prosodic encoding of focus and contrastive topic in K'iche'. The central question being addressed is whether prosody plays a role in distinguishing string-identical sentences where the pre-predicate expression can be interpreted as being focused or contrastively topicalized depending on context. I present a production experiment designed to identify whether such sentences differ in their prosodic properties as has been impressionistically suggested in the literature (Larsen 1988; Aissen 1992; Can Pixabaj & England 2011). The overall strategy of the experiment was to obtain naturally occurring data from native speakers of K'iche' by having them repeat target sentences they heard in conversations. The phonological analysis showed that content words in K'iche' have a rising pitch movement, a finding which is in line with Nielsen (2005). The acoustic analyses of several variables yielded a significant effect of condition only in the range of the F0 rise associated with focused and contrastively topicalized expressions. However, the difference across conditions is only ~6 Hz which may not be perceivable by listeners.The fieldwork for this project is funded by the Department of Linguistics and the College of Arts and Humanities at The Ohio State University