Standardize Era0 and Era1 datasets to incorporate into model training#13
Open
Standardize Era0 and Era1 datasets to incorporate into model training#13
Conversation
…andomly downsample train set
…e clips and no Era0 data
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Previously, our 2a_*.ipynb model training script was using only Era1 data to train a model. This change gives Era0 dataset generation capability and standardizes the clip length 0sec < X <= 4sec such that that model can be trained on spectrograms of exactly 4sec audio length.
Dev Note: I haven't fully tested the model training capability with the new data/spectrograms, but I am pushing up this PR such that others can build from what I have in the Microsoft Hackathon 2025.