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original_metadata/splits/README
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EXPRESSO SPLITS
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===============
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This is the train/dev/test split of the Expresso dataset used in the paper "EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis".
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We split the dataset such that each sub-style (speaker/style/corpus) has 1 minute in dev/test (if a sub-style has a total duration of less than 10 minutes, we'll take 10% of that total duration as target duration for dev/test).
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This split doesn't contain 'singing' style as there are only a few of them.
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SPLITTING RULES
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===============
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We split the dataset with the following rules:
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- For short speech (base read speech), we simply divide all files into 3 parts without segmenting them
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1. Take the last n files for 'test' until they reach the target duration
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2. Take the last m remaining files for 'dev' until they reach the target duration
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3. Take the remaining files as 'train'
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For example, if a style contains ids 1->100, we'll take 92-100 for 'test' (given 92-100 ~ 60s), 81-91 for 'dev', and 1-80 for 'train'
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- For long speech (conversation speech, read/default/longform, read/narration/longform), we segment long files to have dev/test files with target duration
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1. Sort the files by duration
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2.1 If there are two files in the style longer than the target duration
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- Extract 'test' file from the longest file (first 60s to 'test', and 60s- to 'train')
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- Extract 'dev' file from the second-longest file (first 60s to 'dev', and 60s- to 'train')
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2.2 If there is only one file longer than the target duration
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- Extract 'dev'&'test' files from the longest file (first 60s to 'dev', 60s-120s to 'test', 120s- to 'train')
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