222 research outputs found
Photonic crystal microdisk lasers
Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/98662/1/ApplPhysLett_98_131109.pd
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts
Large language models (LLMs) have gained considerable attention for
Artificial Intelligence Generated Content (AIGC), particularly with the
emergence of ChatGPT. However, the direct adaptation of continuous speech to
LLMs that process discrete tokens remains an unsolved challenge, hindering the
application of LLMs for speech generation. The advanced speech LMs are in the
corner, as that speech signals encapsulate a wealth of information, including
speaker and emotion, beyond textual data alone. Prompt tuning has demonstrated
notable gains in parameter efficiency and competitive performance on some
speech classification tasks. However, the extent to which prompts can
effectively elicit generation tasks from speech LMs remains an open question.
In this paper, we present pioneering research that explores the application of
prompt tuning to stimulate speech LMs for various generation tasks, within a
unified framework called SpeechGen, with around 10M trainable parameters. The
proposed unified framework holds great promise for efficiency and
effectiveness, particularly with the imminent arrival of advanced speech LMs,
which will significantly enhance the capabilities of the framework. The code
and demos of SpeechGen will be available on the project website:
\url{https://ga642381.github.io/SpeechPrompt/speechgen}Comment: Work in progress. The first three authors contributed equall
Fabrication and Encapsulation of a ShortâPeriod Wire Grid Polarizer with Improved Viewing Angle by the AngledâEvaporation Method
Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/101761/1/adom201300276-sup-0001-S1.pdfhttp://deepblue.lib.umich.edu/bitstream/2027.42/101761/2/adom201300276.pd
Facile route of flexible wire grid polarizer fabrication by angled-evaporations of aluminum on two sidewalls of an imprinted nanograting
In this study, we report a new method to fabricate a wire grid polarizer (WGP) that greatly relaxes the requirement on patterning and etching, and can be easily applied to produce flexible WGPs. The technique is to pattern a high aspect ratio and narrow linewidth grating by nanoimprint lithography followed by two angled aluminum depositions in opposite directions to produce the narrow spacing between the aluminum lines required for a visible band WGP. Anisotropic reactive ion etching is used to remove the aluminum deposited at the top of the grating but leave the aluminum layer on the grating sidewalls, thereby forming a metal wire grid with much smaller spacings than a lithographically defined grating. As a result, the fabricated WGP showed good performance in a wide range of visible wavelength.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/98605/1/0957-4484_23_34_344018.pd
Minimally invasive strategy for gynecologic cancer with solitary periacetabular metastasis
SummaryTumor with bone metastases to the periacetabulum is rare, and its surgical management is challenging. Instead of wide excision with reconstruction of the hip joint, we used a relatively noninvasive method to manage periacetabular metastasis. Such a procedure for this condition has the benefits of short surgical time, less bleeding, and fewer complications during surgery. Our surgical management of the case reported here included curettage, phenol cauterization and filling of cisplatin-loaded cement in order to reduce local recurrence. After following-up for 2 years, there was no local recurrence and disease progression
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