add aitk whisper sample (step 1); check dataset

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[Copilot]

Pull request overview

This pull request adds AITK (AI Toolkit) sample files for the OpenAI Whisper Large v3 Turbo model, enabling model optimization and inference using ONNX Runtime with the QNN Execution Provider. The PR includes Python scripts for workflow orchestration, model loading, and inference, along with configuration files for FP32 and quantized model generation.

Key changes:

• Implementation of Whisper model encoder/decoder loading and inference logic
• QNN workflow orchestration with support for static quantization using real data
• Infrastructure updates to support the new AitkPython pass type in validation scripts

Reviewed changes

Copilot reviewed 26 out of 26 changed files in this pull request and generated 20 comments.

Show a summary per file

File	Description
openai-whisper-large-v3-turbo/aitk/winml.py	Windows ML execution provider registration utility
openai-whisper-large-v3-turbo/aitk/whisper_encoder_load.py	Encoder model loader with data loading utilities
openai-whisper-large-v3-turbo/aitk/whisper_decoder_load.py	Decoder model loader with data loading utilities
openai-whisper-large-v3-turbo/aitk/whisper_large_v3_turbo_encoder_*.json	Configuration files for encoder model conversion (FP32 and QDQ)
openai-whisper-large-v3-turbo/aitk/whisper_large_v3_turbo_decoder_*.json	Configuration files for decoder model conversion (FP32 and QDQ)
openai-whisper-large-v3-turbo/aitk/qnn_workflow.py	Main workflow orchestration script for model generation
openai-whisper-large-v3-turbo/aitk/qnn_run.py	Script for running inference and generating quantization data
openai-whisper-large-v3-turbo/aitk/qnn_app.py	Core Whisper inference application with ONNX Runtime
openai-whisper-large-v3-turbo/aitk/qnn_workflow.json*	Workflow configuration and UI templates
openai-whisper-large-v3-turbo/aitk/model_project.config	Model project configuration
openai-whisper-large-v3-turbo/aitk/info.yml	Model metadata and recipe information
openai-whisper-large-v3-turbo/aitk/inference_sample.ipynb	Placeholder notebook for inference examples
openai-whisper-large-v3-turbo/aitk/README.md	Documentation for model optimization workflow
openai-whisper-large-v3-turbo/aitk/.gitignore	Git ignore patterns for generated files
.aitk/scripts/sanitize/parameters.py	Enhanced parameter validation for dataset handling
.aitk/scripts/sanitize/model_parameter.py	Added support for AitkPython pass type validation
.aitk/scripts/sanitize/generator_dml.py	Code formatting improvements
.aitk/scripts/sanitize/generator_common.py	Added AitkPython pass handling and optimization path logic
.aitk/scripts/sanitize/file_validation.py	Updated validation for AitkPython workflows
.aitk/scripts/sanitize/constants.py	Added AitkPython constants and removed unused Coming status
.aitk/requirements/requirements-WCR-QAI.txt	Added dependencies for Qualcomm AI Hub integration
.aitk/configs/model_list.json	Registered new Whisper model and librispeech dataset
.aitk/configs/checks.json	Updated check counters for new validations

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