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Update README.md
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README.md
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README.md
@ -103,6 +103,24 @@ python 12_model_ens_inference.py -g 0 -s -i "INPUT"
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- **Please Note:** Do not specify the model parameters or a model for the ensemble inference scripts! Those details are already fixed within the script. All final outputs generated through the ensemble scripts can be found in the "ensembled" folder.
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### Ensembler
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The ensembler has the ability to take 2 instrummental or vocal outputs generated by different models and combine the best results from both! Here is how to use it manually -
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- For instrumental outputs, run the following command:
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```
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python lib/spec_utils.py -a min_mag -m modelparams/1band_sr44100_hl512.json "INPUT1" "INPUT2" -o "CHOOSEFILENAME"
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```
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- For instrumental outputs, run the following command:
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```
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python lib/spec_utils.py -a max_mag -m modelparams/1band_sr44100_hl512.json "INPUT1" "INPUT2" -o "CHOOSEFILENAME"
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```
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To automate the ensembling process, please use the 'Ensembler-2to9-Outputs.bat' script reference below.
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### Windows Batch Files
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We included the following Windows batch files to help automate commands:
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@ -117,6 +135,7 @@ We included the following Windows batch files to help automate commands:
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- Once you hit enter, you will be asked to enter the number of files dropped into the batch script.
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- The ensembled outputs can be found in the "ensembled" folder.
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- **This script is going to be updated soon so that you won't have to manually enter the number of files dropped**
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- **The ensembler will also be updated as a python script for cross platform compatibility as well.**
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## Troubleshooting
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