Semantic Entropy Measurement: Innovations in Multimodal Analysis
Semantic Entropy Measurement: Innovations in Multimodal Analysis
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This presentation introduces the concept of Semantic Entropy, underlining its definition and the significance of its measurement within various datasets. It explores the datasets applicable for calculating entropy across audio-text and video modalities, highlighting diverse options like AudioCaps and Clotho for audio-text modalities, and VCTK and CommonVoice for accented speech datasets. The discourse concludes with a proposal for the MARS metric, an innovative approach aimed at objectively...