Direct Speech Reconstruction from Articulatory Sensor Data by Machine Learning

Gonzalez, Jose A.; Cheah, Lam A.; Gomez, Angel M.; Green, Phil D.; Gilbert, James M.; Ell, Stephen R.; Moore, Roger K.; Holdsworth, Ed

doi:10.1109/TASLP.2017.2757263

All Outputs (7)

3D structure of pollen provisions in Osmia bicornis: consistent patterns and their implications for future research. (2024)
Thesis
Butler, S. 3D structure of pollen provisions in Osmia bicornis: consistent patterns and their implications for future research. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4871244

Energy Maximization of Control for a Point Absorber Wave Energy Converter (2024)
Thesis
Li, D. Energy Maximization of Control for a Point Absorber Wave Energy Converter. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4704554

To date, one of the main challenges and requirements in wave energy technologies is to design energy-maximising control for a wave energy converter (WEC) device to achieve the energy maximization production, so as to reduce the levelized cost of ener... Read More about Energy Maximization of Control for a Point Absorber Wave Energy Converter.

Laterality, reproduction and parental care : an investigation in fish (2021)
Thesis
McLean, S. E. (2021). Laterality, reproduction and parental care : an investigation in fish. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4224172

Cerebral lateralisation or ‘laterality’, the partitioning of different cognitive functions in specific brain hemispheres, is a selectively advantageous trait that can enhance cognition. The selective advantages of exhibiting laterality are hypothesis... Read More about Laterality, reproduction and parental care : an investigation in fish.

Nutritional ecology of farmland bee larvae under a changing climate (2019)
Thesis
Bagnall, T. E. (2019). Nutritional ecology of farmland bee larvae under a changing climate. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4222825

1. Bees are a major component of a healthy ecosystem, pollinating almost all globally important crops and flowering plants. Pollinator numbers are dropping drastically however, with human-induced landscape change and an enhanced greenhouse effect par... Read More about Nutritional ecology of farmland bee larvae under a changing climate.

The nutritional ecology of farmland bees : behavioural and community approach (2019)
Thesis
Austin, A. J. (2019). The nutritional ecology of farmland bees : behavioural and community approach. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4221704

Nutritional degradation, attributed to agriculture, is a primary driver of bee declines, yet we know very little about bee larval nutrition. How larvae deal with nutritional variation in their provisions remains relatively unexplored. Additionally, t... Read More about The nutritional ecology of farmland bees : behavioural and community approach.

Fault-tolerant load reduction control for large offshore wind turbines (2019)
Thesis
Liu, Y. (2019). Fault-tolerant load reduction control for large offshore wind turbines. (Thesis). University of Hull. Retrieved from https://hull-repository.worktribe.com/output/4270015

Offshore wind turbines suffer from asymmetrical loading (blades, tower etc.), leading to enhanced structural fatigue. As well as asymmetrical loading different types of faults (pitch system faults etc.) can occur simultaneously, causing degradation o... Read More about Fault-tolerant load reduction control for large offshore wind turbines.

Direct Speech Reconstruction from Articulatory Sensor Data by Machine Learning (2017)
Journal Article
Gonzalez, J. A., Cheah, L. A., Gomez, A. M., Green, P. D., Gilbert, J. M., Ell, S. R., Moore, R. K., & Holdsworth, E. (2017). Direct Speech Reconstruction from Articulatory Sensor Data by Machine Learning. IEEE/ACM transactions on audio, speech, and language processing, 25(12), 2362-2374. https://doi.org/10.1109/TASLP.2017.2757263

© 2014 IEEE. This paper describes a technique that generates speech acoustics from articulator movements. Our motivation is to help people who can no longer speak following laryngectomy, a procedure that is carried out tens of thousands of times per... Read More about Direct Speech Reconstruction from Articulatory Sensor Data by Machine Learning.