Combating Toxic Memes with Artificial Intelligence
Along with the increased consumption of streamed movies, zoom meetings and home-based learnings, memes have also been gaining steady popularity across social media platforms during the course of the pandemic. Along with the increased consumption of streamed movies, zoom meetings and home-based learnings, memes have also been gaining steady popularity across social media platforms during the course of the pandemic. Usually intended to be funny or satirical in nature, memes are presented as an image with accompanying text. Noting its growing prevalence, TIME had also published a collection of the best memes of 2020, reflecting the similar lived realities that people from different corners of the world were sharing. However, as much as memes have helped many to cope with the stress of the pandemic, they have also gained notoriety for peddling out falsehoods, hate speech and cyberbullying.
Speech Synthesis with Emotional Quotient (EQ): Bringing Human-Machine Interaction to a New Height
Today’s speech synthesis technology has focused on delivering the text content which is not ready for real time human-machine dialogue. An effective, engaging, and cooperative human-human conversation includes many other aspects, for example, to communicate with kindness, to express empathy, to agree to disagree, to seek common ground, and to seek understanding more than being right. We believe that all these must be expressed through appropriate speech prosody beyond the text. At the SUTD Speech & Intelligent Systems (SIS) Lab, Assistant Professor Berrak Sisman and her team study the theory and algorithms that enable such speech synthesis. This research represents an important step to equip AI-enabled speech synthesis with human-like emotions and expressiveness.
Securing Critical Infrastructure against Cyber Attacks
Critical infrastructure becomes a strategic target in the midst of a cyber-war. Challenges in securing critical infrastructure are different as compared with conventional IT systems, especially in terms of consequences in case of a security lapse. Those attacks might result in damage to the physical property or severely affecting people’s living as in the incident of nationwide blackout in Ukraine. Governments are investing significantly in response to the risks and challenges while researchers and vendors are aggressively developing and marketing new technologies aimed at protecting critical infrastructure.
Advancing Sentiment and commonsense-aware multimodal dialogue systems
Dialogue systems have multifaceted applications in customer service, virtual assistants, education, mental health, and many more areas. Such applications are often executed in the form of chatbots due to its flexibility. Its market value evidences the popularity of chatbots–– according to Revechat, 2.6 billion USD in 2019, that is projected to grow to 9.4 billion USD by 2024. Creating a human-like conversational system is a long-standing goal of artificial intelligence (AI). However, it is not a trivial task as we, human beings, count on several variables such as emotions, sentiment, prior assumptions, intent, or personality traits to participate in dialogues and monologues. These variables control the language that we generate and the way we understand the language that we hear. At the DeClare Lab at SUTD, Asst Prof Soujanya Poria and his team focus on developing human-like dialogue understanding system by leveraging key factors such as pragmatics, affect, empathy, multimodal cues, and commonsense.
Pushing the state-of-the-art for Over-the-air Fuzzing
Wireless technology is the stepping-stone for the success of internet-of-things (IoTs). Among others, Bluetooth and Wi-Fi enabled devices are most common in the IoT world. For instance, the Bluetooth technology allows a large number of a highly diverse set of devices to be connected and communicate with each other. In a research project led by Assistant Professor Sudipta Chattopadhyay from the ISTD Pillar of SUTD, the team shows that there exists a significant gap in ensuring the security of wireless protocol implementation.
The Sprint Towards 5G
With the fifth generation (5G) of wireless communications expected to be rolled out in Singapore in 2020, everyone is buzzing with anticipation to experience the larger bandwidth, wider coverage and lightning speed that 5G promises to offer. Associate Professor Tony Quek, Acting Head of Pillar for Information Systems Technology and Design in SUTD and a leader in the field of wireless networks, explains how 5G will be playing a key role in Singapore’s digital transformation and ultimately change the way we live.
New jobs, new directions: The impact of leveraging AI in the music business
Over the last few years, there’s been a steady growth in revenue from digital music. In just six years, revenue from music streaming moved from zero to 40 percent of the overall global recorded music industry revenues, according to a report by IFPI. With revenues to the tune of 11.2 billion dollars a year, the digital model is only set to grow. So “is there still room for a traditional record company?”
Taking Natural Language Processing to greater heights
Natural Language Processing (NLP) has been around for more than 50 years, but has lately gotten more well-known, thanks to the likes of personal assistant applications Apple’s Siri and Amazon’s Alexa. NLP has also been the driving force behind language translation applications such as Google Translate, but it has been no easy feat coming this far. It continues to be a complex job to enable computers to understand how humans naturally speak or type.