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Technical Analysis

AI in Media Services

What the reports say​

TR 26.927 V19.0.0, clause 4.1: "Recently, AI/ML has been introduced and generalized in media related applications, ranging from legacy applications such as image classification, speech/face recognition, to more recent ones such as video quality enhancement, natural language processing, and generative AI for media." Its clause 4.2 collects media-based AI/ML use cases and scenarios, and its clause 5 the media service architecture for AI/ML.

TR 26.847 V19.0.0, clause 1: "The present document provides details on feasibility evaluations for a given set of scenarios related to AI/ML in media services."

The two testbeds​

  • AI/ML Evaluation Framework: the repository cited by TR 26.847 (reference [16], "5G-MAG repository for AI4Media evaluations"), used to evaluate the scenarios collected for the FS_AI4Media study.
  • 6G AI Traffic Characterization: the measurement of the traffic of AI media services for the 6G media study, TR 26.870.

Sources​

  • 3GPP TR 26.927, "Study on Artificial Intelligence and Machine learning in 5G media services" (title as listed on the 3GPP portal).
  • 3GPP TR 26.847, "Evaluation of Artificial Intelligence and Machine learning in 5G media services" (title as listed on the 3GPP portal).
  • 3GPP TR 26.870, as restated on the 6G study pages.
  • The README of the rt-ai-ml-evaluation-framework repository.