The research conducted by Taiwan AI Labs has consistently maintained a leading position in the global research arena. We have assembled top AI experts, scholars, consultants, and talents from within the country, each possessing extensive experience and expertise in their respective fields.
Our team members regularly contribute to highly influential academic journals, publishing the latest research findings. Additionally, we actively participate in significant domestic and international seminars and academic exchange activities to facilitate scholarly communication and collaboration.
We are committed to continuous innovation in the field of artificial intelligence, driving technological advancement, and making positive contributions to the country’s scientific and technological development.
Blog
Compound Word Transformer: Generate Pop Piano Music of Full-Song Length
Over the past months, we attempted to let transformer models learn to generate full-song music, and here is our first attempt towards that, the Compound Word Transformer. A paper describing this work is going to be published as a full paper…
Label360: An Annotation Interface for Labeling Instance-Aware Semantic Labels on Panoramic Full Images
We developed an annotation tool—Label360 to solve the distortion and instance matching issues across different viewing aspects in
spherical image annotations. A post-processing algorithm was introduced to generate distortion-free annotations on equirectangular
images.
DockCoV2: a drug database against SARS-CoV-2
The current state of the COVID-19 pandemic is a global health crisis. From December 2019 to September 2020, SARS-CoV-2 has infected over 32 million people, and caused more than one million deaths worldwide. To fight the novel coronavirus, one…
Guitar Transformer and Jazz Transformer
At the Yating Music Team of the Taiwan AI Labs, we are developing new music composing AI models extending from our previous Pop Music Transformer model (see the previous blog). In October 2020, we are going to present two full papers documenting…
Ensure High Availability for Services: Endpoint Monitoring with AWS
HA and Monitoring
Availability is a quality attribute that, in general, refers to the degree to which a system is in an operable state. High availability then describes the set up of infrastructure that prevents a single point of failure and…
Harmonia: an Open-source Federated Learning Framework
Federated learning is a machine learning method that enables multiple parties (e.g., mobile devices or organization) to collaboratively train a model orchestrated by a trustable central server while keeping data locally. It has gained a lot…
Missing facts and source classifier of daily news
With the development of the Internet, it is convenient that one can get news from network rapidly. Nonetheless, it is also dangerous since a person might have a preference for a specific news medium over others, and the news medium may have its position to report news while missing some facts that they do not want people to know. For the purpose, we propose a system to detect missing facts from a news report.
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions
Paper (ACM Multimedia 2020): https://arxiv.org/abs/2002.00212 (pre-print)
Code (GitHub): https://github.com/YatingMusic/remi
We've developed Pop Music Transformer, a deep learning model that can generate pieces of expressive…
The World's First 360° AI Aerial Transportation Management
FREEWAY FILMA documentary highlighting locations along Highway No. 61, expected to be completed by the end of next year, uses artificial intelligence (AI) to create the rest of the footage in Chi Po-Lin’s style.
Date: October 28, 2019
Taiwan…
Telling Something from Your Face: Age, Beauty, and Anti-Spoofing
Figure 1. Demonstration of the facial age, beauty, pose estimation.
In the last few decades, facial analysis has been thoroughly explored due to its huge commercial potential. For example, learning the semantic meaning of a human face can help…
The Moonscape World Project
Designing an immersive tourism experience, using game elements and aerial cinematography
In the beginning of June, Taiwan AI Labs released a demonstration of how aerial footage collected by a drone, combined with artificial intelligence…