Speaker verification is the task that given two segments of audio signal, we are supposed to verify whether both signals came from the same identity of the speaker or not. While inferencing, we first transform the audio signal into the corresponding speaker embedding, then calculate the similarity between two embeddings which is used to compare with the certain threshold later.
pubmedKB is “a novel literature search engine that combines a large number of state-of-the-art text-mining tools optimized to automatically identify the complex relationships between biomedical entities—variants, genes, diseases, and chemicals—in PubMed abstracts” (Li et al.).
Federated learning(FL) is a deep learning approach that trains a model across multi-center without data circulation. Without the local training dataset exchangement in each center, the data can be well protected and more private.
Neural Radiance Field (NeRF) has been a popular topic in computer vision since 2020. By modeling the volumetric scene function with a neural network, NeRF achieves state-of-the-art results for novel view synthesis.
Taiwan has four important upcoming referendums on December 18, 2021. “Pork Imports”, “Referendum Dates”, “Nuclear Plant”, “Algae Reef Protection.” According to previous research, disinformation and manipulation of the media could influence public opinion on topics like these referendums. This study will examine how Facebook has affected the polarization of public opinion on these topics over the previous eleven months. The phenomenon of public opinion polarization and the factors affecting policy support and political attitudes will be analyzed using artificial intelligence technology. The polarization impact of pages that demonstrated evidence of potential media manipulation through coordinated behavior were considered. Within these pages, those that were shared most often are referred to as “amplifiers.”
This study focuses on atypical coincidental behavior on the Taiwan social media, PTT1, to discover attempts to manipulate public opinion during the outbreak of the COVID-19 in Taiwan from May through August 2021.
Introduction Speaker Diarization is the task to partition audio recordings into segments corresponding to the identity of the speaker. In short, a task to identify “who spoke when”. Speaker diarization can be used to analyze audio data in various scenarios, such as business meetings, court proceedings, online videos, just to name a few. However, it […]
Fig. 1 (Left) original image (Middle) result image of adjusting the brightness directly (Right) result image of adjusting the exposure on our reconstructed radiance map. Nowadays, more and more people like to take pictures with smartphones and post on social media to share beautiful photos with their friends. Usually, they do some image editing before […]
360° videos provide an immersive environment for people to engage, and Taiwan Traveler is a smart online tourism platform that utilizes 360° panoramic views to realize virtual sightseeing experiences. To immerse users in the virtual world, we aim to exploit depth information to provide a sense of space, enabling tourists to better explore scenic attractions. […]
360° video, also known as immersive video, has been increasingly popular and drawn great attention nowadays since it unlocks unlimited possibilities for content creators and encourages viewer engagement. One representative application which exploits the power of 360° videos is Taiwan Traveler. Taiwan Traveler, Taiwan’s first smart tourism platform developed by Taiwan AI Labs, aims to […]
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