Understanding different speakers vs. different accents: apples and apples or apples and pears? This project will examine how human infants, human adults and songbirds learn the variability in the speech signal and will show whether the underlying skills are uniquely human and specific to certain languages. Converging data using innovative technologies will reveal the details of speech comprehension, an important component of human cognition.
Vocal resonances in speech: rapid, precise measurements of how tract resonances vary with time, with applications to speech and language training. This project will track dynamically with significant precision the resonances of the vocal tract which produce much of the phonetic information in speech and important features of accent. The information and technology developed will be useful for speech science, benefiting speech synthesis, speech training and language acquisition.
Nurturing Australia's Little Multilingual Minds. Despite its substantial multilingual capacity of more than 300 languages, Australia has been described as a 'graveyard for languages'. In partnering with community organisations we will facilitate polyglot early learning, commencing with Spanish and Vietnamese. Expected outcomes are a deep understanding of multilingual families’ experiences, a model to support lifespan multilingual education, and openly-accessible database of child language in her ....Nurturing Australia's Little Multilingual Minds. Despite its substantial multilingual capacity of more than 300 languages, Australia has been described as a 'graveyard for languages'. In partnering with community organisations we will facilitate polyglot early learning, commencing with Spanish and Vietnamese. Expected outcomes are a deep understanding of multilingual families’ experiences, a model to support lifespan multilingual education, and openly-accessible database of child language in heritage languages. Benefits include a pivotal contribution to early childhood education with the creation of a tailor-made, principle-based program, which will enhance children’s academic achievement, familial social and mental wellbeing, and cultural and economic opportunities for all Australians. Read moreRead less
Explaining the native-language listening advantage by charting neural response and perceptual adaptation across languages – but within individuals. Listening to the native language is easier than listening to a second language. This advantage is especially clear in recognising voices and in listening in noise. Identifying talkers was recently shown to involve rapid perceptual adjustment to their speech sounds, and successful listening in noise to involve adjustment of word recognition processes. ....Explaining the native-language listening advantage by charting neural response and perceptual adaptation across languages – but within individuals. Listening to the native language is easier than listening to a second language. This advantage is especially clear in recognising voices and in listening in noise. Identifying talkers was recently shown to involve rapid perceptual adjustment to their speech sounds, and successful listening in noise to involve adjustment of word recognition processes. This project tests the prediction that listeners more efficiently deploy each type of adjustment in the native than in a second language, by comparing native with second language phonetic and lexical processing within individuals. Further, a novel fMRI method in which target brain regions are defined functionally in each subject will identify the neural basis of the native listening advantage.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE150100318
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Solving the puzzle of complex speech sounds. Speech sounds that fall into the 'l' and 'r' family of consonants ('liquids') are amongst the most difficult to master, both for children learning their first language and for learners of a second. This is because liquids are highly complex and require finely tuned, and language specific, coordination of articulatory gestures. The details of this complexity remain poorly understood, posing significant challenges for remediation of speech errors and fo ....Solving the puzzle of complex speech sounds. Speech sounds that fall into the 'l' and 'r' family of consonants ('liquids') are amongst the most difficult to master, both for children learning their first language and for learners of a second. This is because liquids are highly complex and require finely tuned, and language specific, coordination of articulatory gestures. The details of this complexity remain poorly understood, posing significant challenges for remediation of speech errors and for effective pedagogy in language learning. This project aims to use state-of-the-art articulatory methods to examine liquids in four typologically distinct languages of increasing importance in modern Australian society to lay essential foundations for future work on remediation and instruction.Read moreRead less
Structure and meaning of intonation in three Australian languages. Creating a comprehensive record of Australian Indigenous languages is a goal of a number of interest groups including Indigenous language speakers, linguists and the general public. In this project, unique linguistic and pronunciation features will be documented to better understand communicative processes in three endangered languages.
You came TO DIE?! Perceptual adaptation to regional accents as a new lens on the puzzle of spoken word recognition. Investigating Australian, New Zealand and UK listeners adaptation to each others accents will reveal how we achieve stable word recognition via flexible adjustment to pronunciation differences. Results will inform word recognition theory and illuminate why unfamiliar accents are difficult for language learners and automatic speech recognisers.
Bridging the meaning gap: A computational approach to semantic variation. This project aims to create and validate a new class of large language models that capture and partially explain semantic variation between people. We will (1) measure nuanced differences in word meaning and linguistic experience across individuals; (2) develop computational models that incorporate this variation; and (3) evaluate the extent to which the models capture behavioural and cognitive differences related to polit ....Bridging the meaning gap: A computational approach to semantic variation. This project aims to create and validate a new class of large language models that capture and partially explain semantic variation between people. We will (1) measure nuanced differences in word meaning and linguistic experience across individuals; (2) develop computational models that incorporate this variation; and (3) evaluate the extent to which the models capture behavioural and cognitive differences related to political affiliation, gender, and culture. This will advance our understanding of the nature and origin of individual differences as well as improve the calibration of AI systems for under-represented groups. These advances will support eventual applied outcomes in health, domestic security, and resilience to misinformation. Read moreRead less
Learning to Talk, Talking to Learn: Effects of an early childhood language program in remote Northern Territory indigenous communities. Both the quality and quantity of language children hear, and adult understandings of child development, drive children's future outcomes. Understanding how to improve both is critical to the lifelong education, employment and social potential of children from low socioeconomic families, especially with hearing loss. This project aims to examine to what extent a ....Learning to Talk, Talking to Learn: Effects of an early childhood language program in remote Northern Territory indigenous communities. Both the quality and quantity of language children hear, and adult understandings of child development, drive children's future outcomes. Understanding how to improve both is critical to the lifelong education, employment and social potential of children from low socioeconomic families, especially with hearing loss. This project aims to examine to what extent a parent-implemented early childhood language program designed to buffer against effects of childhood otitis media can support indigenous children in remote northern Australia. Outcomes aim to be data on effects on children's language, attention, and school readiness, plus uptake of strategies and knowledge by parents and other adults, and evidence regarding best practice in such contexts.Read moreRead less
Two-way Auslan: Automatic Machine Translation of Australian Sign Language. This project aims to develop an automatic two-way machine-translation system between Auslan (Australian Sign Language) and English by researching and leveraging advanced computer vision and machine learning technology. The project expects to advance research in AI technology on topics including visual recognition, language processing and deep learning. This will boost Australia's national research capacity and global com ....Two-way Auslan: Automatic Machine Translation of Australian Sign Language. This project aims to develop an automatic two-way machine-translation system between Auslan (Australian Sign Language) and English by researching and leveraging advanced computer vision and machine learning technology. The project expects to advance research in AI technology on topics including visual recognition, language processing and deep learning. This will boost Australia's national research capacity and global competitiveness. Expected outcomes of this project will help to break the communication barriers between the Deaf and hearing population. This should provide significant benefits to Deaf communities through enhanced communication and improved quality-of-life, leading to a fair, more inclusive and resilient Australian society.Read moreRead less