Comments (4)
Already have first results. Might zoom in the interval [3.5, 4.5] to look for the most promising threshold.
The code is a bit ugly because it repeats some functions from other classes, so it might be good to do some refactoring.
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@hbredin @saharghannay blocking this until we can discuss about cluster sizes and possible alternatives to get bigger clusters.
from similaritylearning.
Will do violin plots to visualize cluster distribution for each threshold value, we need more information to answer this.
from similaritylearning.
Closing as the priority for clustering-based STS models is now the lowest.
Will reopen or create a new issue when (if) we have the time to do these experiments
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Related Issues (20)
- Integrate VoxCeleb HOT 3
- Integrate STS Model HOT 1
- Train Contrastive STS model HOT 3
- Integrate SV Model HOT 3
- Trainer Callbacks to Separate Files HOT 1
- Integrate STS Dataset HOT 1
- Train First Speaker Verification Model HOT 10
- Question about parameter "s" in ArcFace HOT 2
- Triplet STS experiment HOT 2
- ArcFace Speaker Experiment HOT 1
- EER Parallel Validation HOT 1
- Train Softmax STS model
- Significance Test: KL-Divergence and Contrastive loss
- Speaker Verification Training Problem HOT 1
- Test and Compare Speaker Verification Losses
- how to run
- Model Saving HOT 2
- STS Golden Rating plot
- STS Triplets HOT 1
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