Research, standards and thoughts for the digital world

Earlier posts by categories:

MPAI MPEG ISO

Seven good reasons to join MPAI

  • Post author:
  • Post category:MPAI

MPAI, the international, unaffiliated, non-profit organisation developing AI-based data coding standards with clear Intellectual Property Rights licensing frameworks, is now offering those wishing to join MPAI the opportunity to start their 2023 membership two months in advance, from the 1st of November 2022. Here are six more good reasons why you should join MPAI now. In a matter of months after its establishment in September 2020, MPAI has developed 5 standards. Now it is working to extend 3 of them…

Continue ReadingSeven good reasons to join MPAI

MPAI extends 3 and develops 2 new standards

  • Post author:
  • Post category:MPAI

Geneva, Switzerland – 26 October 2022. Today the international, non-profit, unaffiliated Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) standards developing organisation has concluded its 25th General Assembly (MPAI-25). Among the outcomes is the decision, based on substantial inputs received in response to its Calls for Technologies, to extend three of its existing standards and to initiate the development of two new standards. The three standards being extended are: AI Framework (MPAI-AIF). AIF is an MPAI-standardised environment where…

Continue ReadingMPAI extends 3 and develops 2 new standards

MPAI, third year and counting

  • Post author:
  • Post category:MPAI

Moving Picture, Audio, and Data Coding by Artificial Intelligence – MPAI – was established two years ago, on 30 September 2020.. It is a good time to review what it has done, what it plans on doing, and how the machine driving the organisation works. These are the main results of the 2nd year of MPAI activity (the activities of the first year can be found here). Approved the MPAI-AIF (AI Framework) and MPAI-CAE (Context-based Audio Enhancement) Technical Specifications. Approved…

Continue ReadingMPAI, third year and counting

MPAI appoints MPAI Store, incorporated as Company Limited by Guarantee, as the MPAI Store in the MPAI Ecosystem

  • Post author:
  • Post category:MPAI

Geneva, Switzerland – 30 September 2022. Today the international, non-profit, unaffiliated Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) standards developing organisation has concluded its 24th General Assembly (MPAI-24). Among the outcomes is the appointment of MPAI Store, a company limited by guarantee incorporated in Scotland, as the “MPAI Store” referenced to by the Governance of the MPAI Ecosystem standard (MPAI-GME). The tasks of the MPAI Store are critical for the operation of the MPAI Ecosystem. Some of…

Continue ReadingMPAI appoints MPAI Store, incorporated as Company Limited by Guarantee, as the MPAI Store in the MPAI Ecosystem

Imperceptibility, Robustness, and Computational Cost in Neural Network Watermarking

Introduction Research efforts, specific skills, training and processing can cumulatively bring the development costs of a neural network anywhere from a few thousand to a few hundreds of thousand dollars. Therefore, the AI industry needs a technology to ensure traceability and integrity not only of a neural network but also of the content generated by it (so-called inference). Faced with a similar problem, the digital content production and distribution industry has considered watermarking as a tool to insert a payload…

Continue ReadingImperceptibility, Robustness, and Computational Cost in Neural Network Watermarking

Avatars and the MPAI-MMC V2 Call for Technologies

  • Post author:
  • Post category:MPAI

The goal of the MPAI Multimodal Conversation (MPAI-MMC) standard is to enable forms of human-machine conversation that emulate the human-human one in completeness and intensity. While this is clearly a long-term goal, MPAI is focusing on standards providing frameworks which break down – where possible – complex AI functions to facilitate the formation of a component market where solution aggregators can find AI Modules (called AIM) to build AI Workflows (called AIW) corresponding to standard use cases. The AI Framework…

Continue ReadingAvatars and the MPAI-MMC V2 Call for Technologies