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doc: segmenting, cleansing desc

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  license: cc0-1.0
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  ---
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- # Farsi Youtube ASR Dataset
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  This dataset consists of over **385** hours of audio extracted from various YouTube videos in the Persian language.
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@@ -21,9 +21,11 @@ The dataset includes Farsi content from various types of videos spanning from ol
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  - Educational Content
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  - Interviews
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  - Documentaries
 
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  ## Note
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- This dataset contains raw, unvalidated transcriptions. Users are advised to:
 
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  - Perform their own quality assessment
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  - Create their own train/validation/test splits based on their specific needs
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  - Validate a subset of the data if needed for their use case
 
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  license: cc0-1.0
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  ---
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+ # Farsi Youtube 2024 ASR Dataset
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  This dataset consists of over **385** hours of audio extracted from various YouTube videos in the Persian language.
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  - Educational Content
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  - Interviews
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  - Documentaries
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+ Utterances and sentences are extracted based on the timing of subtitles.
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  ## Note
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+ This dataset contains raw, unvalidated auto-generated transcriptions. Transcriptions may include inaccuracies due to mal-transcriptions, and timing may occasionally be imprecise. Many efforts have been made to cleanse the data using various methods and software.
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+ Users are advised to:
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  - Perform their own quality assessment
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  - Create their own train/validation/test splits based on their specific needs
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  - Validate a subset of the data if needed for their use case