Skip to content

The norm of the audio embedding is not 1 #141

@tlemangen

Description

@tlemangen

I am computing embeddings for a video and an audio clip, and I calculated their inner product to be 1. Just when I thought everything was going smoothly, I discovered that the cosine similarity between their embeddings was only 0.2391. It turned out that the norm of the audio embedding was not 1, meaning that despite the inner product being 1, their actual similarity was quite low.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions