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Update README.md

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@@ -48,10 +48,15 @@ The raw data collection has over 600,000 data instances (375 hours). After proce
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  - WAV (path to audio file, located in the data directory)
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  - EMOTION (annotated emotion)
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  - INTENSITY (annotated intensity [1-5], 1 corresponds to low intensity and 5 corresponds to high intensity, 0 corresponds to no annotation)
 
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  ### Data Splits
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- [More Information Needed]
 
 
 
 
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  ## Dataset Creation
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  - WAV (path to audio file, located in the data directory)
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  - EMOTION (annotated emotion)
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  - INTENSITY (annotated intensity [1-5], 1 corresponds to low intensity and 5 corresponds to high intensity, 0 corresponds to no annotation)
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+ - LENGTH
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  ### Data Splits
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+ The data is split into train, test, validation sets (located in the corresponding json manifest files).
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+ - Train [80%]
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+ - Validation [10%]
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+ - Test [10%]
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+ The unsplit data is also available in data.csv, in order to add flexibility with custom splits.
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  ## Dataset Creation
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