School of Languages and Linguistics - Research Publications
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ItemThe Pacific Expansion: Optimizing phonetic transcription of archival corpora(ISCA-INT SPEECH COMMUNICATION ASSOC, 2021)For most of the world’s languages, detailed phonetic analyses across different aspects of the sound system do not exist, due in part to limitations in available speech data and tools for efficiently processing such data for low-resource languages. Archival language documentation collections offer opportunities to extend the scope and scale of phonetic research on low-resource languages, and developments in methods for automatic recognition and alignment of speech facilitate the preparation of phonetic corpora based on these collections. We present a case study applying speech modelling and forced alignment methods to narrative data for Nafsan, an Oceanic language of central Vanuatu. We examine the accuracy of the forced-aligned phonetic labelling based on limited speech data used in the modelling process, and compare acoustic and durational measures of 17,851 vowel tokens for 11 speakers with previous experimental phonetic data for Nafsan. Results point to the suitability of archival data for large-scale studies of phonetic variation in low-resource languages, and also suggest that this approach can feasibly be used as a starting point in expanding to phonetic comparisons across closely-related Oceanic languages.
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ItemBuilding capacity for community-led documentation in Erakor, Vanuatu(Wydawnictwo Nauka i Innowacje, 2019)Close collaboration between community members and visiting researchers offers mutual benefits, including opportunities for new research insights and an expanded scope for supporting language maintenance and developing practical materials. We discuss a collaboration in Erakor, Vanuatu aiming to build the capacity of community-based researchers to undertake and sustain language and cultural documentation projects. We focus on the technical and procedural skills required to collect, manage, and work with audio and video data, and give an overview of the outcomes of a community-led project after initial training. We discuss the benefits and challenges of this type of project from the perspective of the community researchers and the external linguists. We show that the community-led project in Erakor, in which data management and archiving are incorporated into the documentation process, has crucial benefits for both the community and the linguists. Two most salient benefits are: a) long-term documentation of linguistic and cultural practices calibrated towards community’s needs, and b) collections of large quantities of data of good phonetic quality, which, besides being readily available for research, have a great potential for training and testing emerging language technologies based on machine learning.
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ItemProsodic marking of focus in Nafsan(Australasian Speech Science and Technology Association, 2019)Languages use a variety of means to realise informational structure categories like topicalisation and focus. The interaction between prosody and focus realisation strategies was examined in Nafsan, a Southern Oceanic language of Vanuatu, in a series of tasks that were designed to explore prosodic realisation of informational and contrastive focus on nouns that were subjects or objects in mini-dialogues where word-order was manipulated. All speakers produced utterance-initial or utterance-final focal elements with a major pitch movement associated with the focused noun (subject or object). Focused nouns were also realised with a wider pitch and often realised in their own prosodic phrase compared to the same item in non-focal contexts. There was also significant syllable lengthening at the right edge of in-focus words. In utterance-initial contexts, post-focal material in Nafsan was almost always produced in a relatively compressed pitch range and there was evidence of de-phrasing of non-focal nouns regardless of utterance position, suggesting prosodic phrasing patterns similar to other languages with edge-marking prominence.
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ItemAcoustic correlates of prominence in Nafsan(Australasian Speech Science and Technology Association, 2018)Though Oceanic languages are often described as preferring primary stress on penultimate syllables, many different patterns have been noted across and within language families, and may interact with segmental and phonotactic factors. This is exemplified across linguistically diverse Vanuatu. However, both impressionistic and instrumentally-based escriptions of prosodic patterns and their correlates are limited for languages of this region. This paper presents preliminary acoustic and durational results for Nafsan, an Oceanic language of Vanuatu, which suggest a preference for prominence at the right edge of words, with fundamental frequency as a primary correlate.