WIP: Voice commands using phrase embeddings #40
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Run `npm run embed` to generate embeddings based on the commands.json file. Every transcription embedded and compared against a set of phrases. If there is a match above a threshold, the command is triggered.
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This is a WIP |
ghost
changed the title
yacineMTB
reviewed
Jul 8, 2023
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| if ((!A.length) || (!B.length) || (A.length !== B.length)) { | ||
| throw new Error('Invalid vectors'); | ||
| } | ||
| let dotProduct = 0; | ||
| let magA = 0; | ||
| let magB = 0; | ||
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| for (let i=0; i<A.length; i++) { | ||
| dotProduct += A[i] * B[i]; | ||
| magA += A[i] * A[i]; | ||
| magB += B[i] * B[i]; | ||
| } | ||
| magA = Math.sqrt(magA); | ||
| magB = Math.sqrt(magB); | ||
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| return dotProduct / (magA * magB); |
There was a problem hiding this comment.
oh what? cosine similarity is just dot product operation? :^)
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Can you hook this up to https://github.com/tmc/righthand |
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Run
npm run embedto generate embeddings based on the commands.json file.Every transcription embedded and compared against
a set of phrases. If there is a match above a threshold, the command is triggered.