We aim to provide a whole new way of barrier-free communication.
Team Introduction
Limitless Mind is dedicated to helping the hearing impaired be heard by the public. They have created a product called “Free Speaker”, which is a smart necklace that integrates sign language generation and recognition technology, designed to bridge the gap between special communication. In addition, they have developed the “Cause Motion” series of large models, which have surpassed GPT-4o and GPT-o1 in the emotional causality of human-computer interaction. The team consists of 3 members, including 2 doctoral students from Xi’an Jiaotong-Liverpool University and 1 graduate student from Hong Kong University of Science and Technology. They have won a provincial first prize and a national grand prize, and have also obtained a direct access pass to the Changzhou Longcheng Talent Plan. They signed a pre-incubation agreement on October 11, 2024 with X3 Co-Venture.
Application Scenarios
The team currently possesses the largest sign language translation dataset in China, along with the most comprehensive basic sign language video lexicon and three-dimensional skeletal postures. The team’s high-precision sign language generation system and sign language translation and recognition system are currently ranked first in China across all metrics, breaking down the communication barrier between the deaf and hearing communities, and providing strong support for the construction of an accessible society.
While continuing to delve into sign language technology, the team is also committed to research in embodied intelligence large models. Their latest achievement, CauseMotion, excels in emotional causal reasoning tasks, surpassing GPT-4o and GPT-o1, and will fully empower the application of embodied intelligence in China.
Currently, the team has officially embarked on a new research journey of brain-to-text translation, dedicated to exploring the rich information within EEG signals and bringing more possibilities to communication and interaction for special groups. The team strives to commercialize their scientific research achievements.
Support from X³ Co-venture
X3 Co-Venture has played a crucial role in the growth and development of the Limitless Mind team. As an innovative business incubation platform, Puhuachuang has provided the team with comprehensive support, especially in the process of commercialization.
Firstly, X3CV’s pre-incubation agreement offered the team valuable resources and opportunities, enabling them to gain support in terms of market access and funding during the early stages. Through this agreement, the team not only received guidance from industry experts but also utilized X3CV’s extensive network resources for technology promotion and business expansion. This was particularly crucial for the team’s technology implementation during the commercial transformation process.
Secondly, X3CV’s incubation platform provides more mature corporate management and financing support for the team, including guidance in strategic planning, product positioning, and market analysis. With the help of X3CV, the team can more smoothly promote the commercialization of its products, gain more financing opportunities, and accelerate the transformation of scientific and technological achievements.
In addition, X3CV also offers the team opportunities for exchange with other innovative enterprises, allowing them to connect with more peers and potential partners. This not only helps the team to understand industry trends but also inspires more cross-border collaboration opportunities. With the support of the platform, the team’s technological innovations can be applied and promoted more quickly.
In summary, X3CV’s all-around assistance in technology incubation, financial support, market promotion, and industry resources has become a significant driving force for Limitless Mind to transition from the startup phase to mature development. The team’s achievements can reach the market under the support of this platform, impacting more people’s lives and promoting a more accessible society.
Future Development
In the future, we will continue to expand the application scope of the sign language translation system, not only improving the accuracy and efficiency of the system but also further exploring seamless integration with other smart devices, to create a more intelligent and convenient communication experience for the deaf and hard of hearing. The team will be dedicated to promoting the widespread adoption of accessible technologies, helping more individuals with special needs integrate into society, and ensuring they can interact more smoothly with the hearing community.
In terms of emotional causal reasoning, we plan to further optimize the CauseMotion large model, enhancing its performance in more complex human-computer interaction scenarios. In the future, CauseMotion will not only be applied to sentiment analysis but will also expand to a wider range of fields such as intelligent customer service, health monitoring, educational tutoring, and more, driving the widespread application of embodied intelligence in practical scenarios and raising the level of intelligence in human life.
Regarding the research on translating EEG signals to text, the team has already taken a solid step forward. We will delve into the complex patterns of EEG signals in the coming years, driving the development of real-time translation systems based on EEG, to break down communication barriers for people with disabilities. Moreover, EEG-to-text technology can benefit not only the deaf and hard of hearing but also individuals with neurological disorders, Alzheimer’s patients, and other groups, opening a new chapter in the combination of embodied intelligence and medical large models.
Ultimately, the team’s goal is to achieve widespread application of multiple scientific research outcomes through technological innovation and commercialization, building an accessible intelligent society that provides a more equal and free environment for communication and interaction for every individual. We firmly believe that with the continuous advancement of technology, Limitless Mind will become an important force in driving social transformation, completely breaking down the boundaries between artificial intelligence and humanity.
Limitless Mind
Team Slogan
We aim to provide a whole new way of barrier-free communication.
Team Introduction
Limitless Mind is dedicated to helping the hearing impaired be heard by the public. They have created a product called “Free Speaker”, which is a smart necklace that integrates sign language generation and recognition technology, designed to bridge the gap between special communication. In addition, they have developed the “Cause Motion” series of large models, which have surpassed GPT-4o and GPT-o1 in the emotional causality of human-computer interaction. The team consists of 3 members, including 2 doctoral students from Xi’an Jiaotong-Liverpool University and 1 graduate student from Hong Kong University of Science and Technology. They have won a provincial first prize and a national grand prize, and have also obtained a direct access pass to the Changzhou Longcheng Talent Plan. They signed a pre-incubation agreement on October 11, 2024 with X3 Co-Venture.
Application Scenarios
The team currently possesses the largest sign language translation dataset in China, along with the most comprehensive basic sign language video lexicon and three-dimensional skeletal postures. The team’s high-precision sign language generation system and sign language translation and recognition system are currently ranked first in China across all metrics, breaking down the communication barrier between the deaf and hearing communities, and providing strong support for the construction of an accessible society.
While continuing to delve into sign language technology, the team is also committed to research in embodied intelligence large models. Their latest achievement, CauseMotion, excels in emotional causal reasoning tasks, surpassing GPT-4o and GPT-o1, and will fully empower the application of embodied intelligence in China.
Currently, the team has officially embarked on a new research journey of brain-to-text translation, dedicated to exploring the rich information within EEG signals and bringing more possibilities to communication and interaction for special groups. The team strives to commercialize their scientific research achievements.
Support from X³ Co-venture
X3 Co-Venture has played a crucial role in the growth and development of the Limitless Mind team. As an innovative business incubation platform, Puhuachuang has provided the team with comprehensive support, especially in the process of commercialization.
Firstly, X3CV’s pre-incubation agreement offered the team valuable resources and opportunities, enabling them to gain support in terms of market access and funding during the early stages. Through this agreement, the team not only received guidance from industry experts but also utilized X3CV’s extensive network resources for technology promotion and business expansion. This was particularly crucial for the team’s technology implementation during the commercial transformation process.
Secondly, X3CV’s incubation platform provides more mature corporate management and financing support for the team, including guidance in strategic planning, product positioning, and market analysis. With the help of X3CV, the team can more smoothly promote the commercialization of its products, gain more financing opportunities, and accelerate the transformation of scientific and technological achievements.
In addition, X3CV also offers the team opportunities for exchange with other innovative enterprises, allowing them to connect with more peers and potential partners. This not only helps the team to understand industry trends but also inspires more cross-border collaboration opportunities. With the support of the platform, the team’s technological innovations can be applied and promoted more quickly.
In summary, X3CV’s all-around assistance in technology incubation, financial support, market promotion, and industry resources has become a significant driving force for Limitless Mind to transition from the startup phase to mature development. The team’s achievements can reach the market under the support of this platform, impacting more people’s lives and promoting a more accessible society.
Future Development
In the future, we will continue to expand the application scope of the sign language translation system, not only improving the accuracy and efficiency of the system but also further exploring seamless integration with other smart devices, to create a more intelligent and convenient communication experience for the deaf and hard of hearing. The team will be dedicated to promoting the widespread adoption of accessible technologies, helping more individuals with special needs integrate into society, and ensuring they can interact more smoothly with the hearing community.
In terms of emotional causal reasoning, we plan to further optimize the CauseMotion large model, enhancing its performance in more complex human-computer interaction scenarios. In the future, CauseMotion will not only be applied to sentiment analysis but will also expand to a wider range of fields such as intelligent customer service, health monitoring, educational tutoring, and more, driving the widespread application of embodied intelligence in practical scenarios and raising the level of intelligence in human life.
Regarding the research on translating EEG signals to text, the team has already taken a solid step forward. We will delve into the complex patterns of EEG signals in the coming years, driving the development of real-time translation systems based on EEG, to break down communication barriers for people with disabilities. Moreover, EEG-to-text technology can benefit not only the deaf and hard of hearing but also individuals with neurological disorders, Alzheimer’s patients, and other groups, opening a new chapter in the combination of embodied intelligence and medical large models.
Ultimately, the team’s goal is to achieve widespread application of multiple scientific research outcomes through technological innovation and commercialization, building an accessible intelligent society that provides a more equal and free environment for communication and interaction for every individual. We firmly believe that with the continuous advancement of technology, Limitless Mind will become an important force in driving social transformation, completely breaking down the boundaries between artificial intelligence and humanity.