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feat: Add Descriptive Statistics and Charts #37

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Hi Gabriel,

Thanks a lot for your work on the NISQA. I have been using the Speech Quality Prediction in my work related to testing audio quality of distinct devices, and it has been incredibly helpful. Here are some new features I have made to prediction:

Added descriptive tools for Speech Quality Prediction:

  • Mean and Standard Deviation of the results
  • BarChart and LineChart of the results.

This change helps provide better assistance in Speech Quality Prediction, especially for repeated averaging of results of the same test sample in practical Audio Testing Scenarios. Also, output name of CSV is added just like #30.

Hadley-Zhang added 2 commits September 8, 2023 15:24
Added descriptive tools for Speech Quality Prediction:
- Mean and Standard Deviation of the results
- BarChart and LineChart of the results
This change helps provide better assistance in Speech Quality Prediction, especially for
repeated averaging of results of the same test sample in practical Audio Testing Scenarios.
Also, output name of CSV is added just like gabrielmittag#30.
Fixed the bug that when `output_name` parameter is blank,
the default output name is `None`
by adding extra judgement of `args['output_name']`
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