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pro vyhledávání: '"Hyun, Jin"'
We propose GE2E-KWS -- a generalized end-to-end training and evaluation framework for customized keyword spotting. Specifically, enrollment utterances are separated and grouped by keywords from the training batch and their embedding centroids are com
Externí odkaz:
http://arxiv.org/abs/2410.16647
Autor:
Chou, Kai-Hsiang, Lin, Yi-Min, Wang, Yi-An, Li, Jonathan Weiping, Kim, Tiffany Hyun-Jin, Hsiao, Hsu-Chun
New privacy concerns arise with chatbots on group messaging platforms. Chatbots may access information beyond their intended functionalities, such as messages unintended for chatbots or sender's identities. Chatbot operators may exploit such informat
Externí odkaz:
http://arxiv.org/abs/2410.06587
Autor:
Park, Hyun Jin, Agarwal, Dhruuv, Chen, Neng, Sun, Rentao, Partridge, Kurt, Chen, Justin, Zhang, Harry, Zhu, Pai, Bartel, Jacob, Kastner, Kyle, Wang, Gary, Rosenberg, Andrew, Wang, Quan
The keyword spotting (KWS) problem requires large amounts of real speech training data to achieve high accuracy across diverse populations. Utilizing large amounts of text-to-speech (TTS) synthesized data can reduce the cost and time associated with
Externí odkaz:
http://arxiv.org/abs/2408.10463
Autor:
Park, Hyun Jin, Agarwal, Dhruuv, Chen, Neng, Sun, Rentao, Partridge, Kurt, Chen, Justin, Zhang, Harry, Zhu, Pai, Bartel, Jacob, Kastner, Kyle, Wang, Gary, Rosenberg, Andrew, Wang, Quan
This paper explores the use of TTS synthesized training data for KWS (keyword spotting) task while minimizing development cost and time. Keyword spotting models require a huge amount of training data to be accurate, and obtaining such training data c
Externí odkaz:
http://arxiv.org/abs/2407.18879
One of the challenges in developing a high quality custom keyword spotting (KWS) model is the lengthy and expensive process of collecting training data covering a wide range of languages, phrases and speaking styles. We introduce Synth4Kws - a framew
Externí odkaz:
http://arxiv.org/abs/2407.16840
Autor:
Ramunno, Francesco Pio, Jeong, Hyun-Jin, Hackstein, Stefan, Csillaghy, André, Voloshynovskiy, Svyatoslav, Georgoulis, Manolis K.
Investigating the solar magnetic field is crucial to understand the physical processes in the solar interior as well as their effects on the interplanetary environment. We introduce a novel method to predict the evolution of the solar line-of-sight (
Externí odkaz:
http://arxiv.org/abs/2407.11659
Publikováno v:
Microbial Cell Factories, Vol 23, Iss 1, Pp 1-9 (2024)
Abstract Background Since 1982, recombinant insulin has been used as a substitute for pancreatic insulin from animals. However, increasing demand in medical and food industries warrants the development of more efficient production methods. In this st
Externí odkaz:
https://doaj.org/article/e50b645f795f495f8eab0c6bed2f0fcb
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Background Respiratory syncytial virus (RSV) is the leading cause of severe respiratory infections in infants worldwide, significantly affecting their health and contributing to the global healthcare burden. We aimed to examine healthcare re
Externí odkaz:
https://doaj.org/article/2fbde2440de9447f91bf040ed1b6fc68
Autor:
Hyun Jin Han, Seonji Kim, Jung-Jae Kim, Yong Bae Kim, Seung Il Kim, Seng Chan You, Keun Young Park
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Preventive treatments for unruptured intracranial aneurysms (UIAs) are used worldwide. However, the long-term effects to cognition have been underestimated. Using representative sample data from the National Health Insurance Service-Senior C
Externí odkaz:
https://doaj.org/article/b86e904422544efd82b79502a133dc31