[SPARKNLP-624] WhisperForCTC

[DevinTDHa]

Description

This PR contains a new annotator for WhisperForCTC.

Note: Currently only works with greedy decoding. I will enable additional behaviors, once we refactored some of our generation framework.

Highlights:

• Added a new audio preprocessor to convert audio to whisper features
• Added the new annotator for WhisperForCTC

Tasks:

• Feature extraction
• loading saved models (official ones)
• Onnx Inference and Serialization
• Generation and Decoding
• Tensorflow Serialization (there are still some issues I need to work out)
• Upload and Test pretrained models
• Python Side
• Documentation
• Example notebooks for export
  • TF
  • ONNX

How Has This Been Tested?

Screenshots (if appropriate):

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• Code improvements with no or little impact
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

• My code follows the code style of this project.
• My change requires a change to the documentation.
• I have updated the documentation accordingly.
• I have read the CONTRIBUTING page.
• I have added tests to cover my changes.
• All new and existing tests passed.

[DevinTDHa]

Pretrained models are in #13931 (whisper-tiny for onnx and tf)