Data Scarcity and Metadata - Artificial Intelligence Zone

What AI Music Generators Can Do (And How They Do It)

AssemblyAI

SEPTEMBER 22, 2023

Data scarcity: Paired natural anguage descriptions of music and corresponding music recordings are extremely scarce, in contrast to the abundance of image/descriptions pairs available online, e.g. in online art galleries or social media. This also makes the evaluation step harder and highly subjective.

Convolutional Neural Networks

Convolutional Neural Networks AI AI Data Scarcity

Unpacking the NLP Summit: The Promise and Challenges of Large Language Models

John Snow Labs

OCTOBER 16, 2023

Strategy and Data: Non-top-performers highlight strategizing (24%), talent availability (21%), and data scarcity (18%) as their leading challenges. solves this problem by extracting metadata during the data preparation process. Using this metadata builds confidence in LLM systems and spurs faster adoption.”

Large Language Models

Large Language Models NLP Metadata Data Scarcity

Artificial Intelligence Zone

What AI Music Generators Can Do (And How They Do It)

Unpacking the NLP Summit: The Promise and Challenges of Large Language Models

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