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pro vyhledávání: '"Settle P"'
Autor:
Alexander H. Settle, Benjamin Y. Winer, Miguel M. de Jesus, Lauren Seeman, Zhaoquan Wang, Eric Chan, Yevgeniy Romin, Zhuoning Li, Matthew M. Miele, Ronald C. Hendrickson, Daan Vorselen, Justin S. A. Perry, Morgan Huse
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-20 (2024)
Abstract Phagocytosis is an intensely physical process that depends on the mechanical properties of both the phagocytic cell and its chosen target. Here, we employed differentially deformable hydrogel microparticles to examine the role of cargo rigid
Externí odkaz:
https://doaj.org/article/7bde948fab0947f0a3ebd774da92a46f
Autor:
Settle, Shane
Comparing spoken segments is a central operation to speech processing. Traditional approaches in this area have favored frame-level dynamic programming algorithms, such as dynamic time warping, because they require no supervision, but they are limite
Externí odkaz:
http://arxiv.org/abs/2308.14905
Many self-supervised speech models (S3Ms) have been introduced over the last few years, improving performance and data efficiency on various speech tasks. However, these empirical successes alone do not give a complete picture of what is learned duri
Externí odkaz:
http://arxiv.org/abs/2307.00162
We develop a method for learning periodic tasks from visual demonstrations. The core idea is to leverage periodicity in the policy structure to model periodic aspects of the tasks. We use active learning to optimize parameters of rhythmic dynamic mov
Externí odkaz:
http://arxiv.org/abs/2109.14078
Autor:
Helen Roberts, Damian Roland, Faith Gibson, Russell Viner, Joseph Ward, Gabrielle Mathews, Dasha E Nicholls, Lee Duncan Hudson, Adriana Vázquez-Vázquez, Kirsty Phillips, Francesca Cornaglia, Holly Elphinstone, Kate Settle
Publikováno v:
BMJ Paediatrics Open, Vol 8, Iss 1 (2024)
Introduction Children and young people (CYP) presenting with a mental health (MH) crisis are frequently admitted to general acute paediatric wards as a place of safety. Prior to the pandemic, a survey in England showed that CYP occupied 6% of general
Externí odkaz:
https://doaj.org/article/7bf89acb10a246b5a66f8bb49d5c05d0
Query-by-example (QbE) speech search is the task of matching spoken queries to utterances within a search collection. In low- or zero-resource settings, QbE search is often addressed with approaches based on dynamic time warping (DTW). Recent work ha
Externí odkaz:
http://arxiv.org/abs/2011.11807
Segmental models are sequence prediction models in which scores of hypotheses are based on entire variable-length segments of frames. We consider segmental models for whole-word ("acoustic-to-word") speech recognition, with the feature vectors define
Externí odkaz:
http://arxiv.org/abs/2007.00183
Acoustic word embeddings (AWEs) are vector representations of spoken word segments. AWEs can be learned jointly with embeddings of character sequences, to generate phonetically meaningful embeddings of written words, or acoustically grounded word emb
Externí odkaz:
http://arxiv.org/abs/2006.14007
Akademický článek
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Direct acoustics-to-word (A2W) systems for end-to-end automatic speech recognition are simpler to train, and more efficient to decode with, than sub-word systems. However, A2W systems can have difficulties at training time when data is limited, and a
Externí odkaz:
http://arxiv.org/abs/1903.12306